[
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=anthropic_claude-3-5-haiku-20241022",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=anthropic_claude-3-5-haiku-20241022",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "anthropic/claude-3-5-haiku-20241022",
        "model": "anthropic/claude-3-5-haiku-20241022",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 5.2558664892926625,
        "sum_squared": 27.62413255326958,
        "min": 5.2558664892926625,
        "max": 5.2558664892926625,
        "mean": 5.2558664892926625,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 1032.888888888889,
        "sum_squared": 1066859.4567901236,
        "min": 1032.888888888889,
        "max": 1032.888888888889,
        "mean": 1032.888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.2558664892926625,
        "sum_squared": 27.62413255326958,
        "min": 5.2558664892926625,
        "max": 5.2558664892926625,
        "mean": 5.2558664892926625,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.2558664892926625,
        "sum_squared": 27.62413255326958,
        "min": 5.2558664892926625,
        "max": 5.2558664892926625,
        "mean": 5.2558664892926625,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 192.54320987654322,
        "sum_squared": 37072.887669562566,
        "min": 192.54320987654322,
        "max": 192.54320987654322,
        "mean": 192.54320987654322,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1032.888888888889,
        "sum_squared": 1066859.4567901236,
        "min": 1032.888888888889,
        "max": 1032.888888888889,
        "mean": 1032.888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1032.888888888889,
        "sum_squared": 1066859.4567901236,
        "min": 1032.888888888889,
        "max": 1032.888888888889,
        "mean": 1032.888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8566529492455397,
        "sum_squared": 0.7338542754510812,
        "min": 0.8566529492455397,
        "max": 0.8566529492455397,
        "mean": 0.8566529492455397,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8566529492455397,
        "sum_squared": 0.7338542754510812,
        "min": 0.8566529492455397,
        "max": 0.8566529492455397,
        "mean": 0.8566529492455397,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8566529492455397,
        "sum_squared": 0.7338542754510812,
        "min": 0.8566529492455397,
        "max": 0.8566529492455397,
        "mean": 0.8566529492455397,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=anthropic_claude-3-5-sonnet-20240620",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=anthropic_claude-3-5-sonnet-20240620",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "anthropic/claude-3-5-sonnet-20240620",
        "model": "anthropic/claude-3-5-sonnet-20240620",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 5.177797008443762,
        "sum_squared": 26.80958186064917,
        "min": 5.177797008443762,
        "max": 5.177797008443762,
        "mean": 5.177797008443762,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 1120.2962962962963,
        "sum_squared": 1255063.7914951988,
        "min": 1120.2962962962963,
        "max": 1120.2962962962963,
        "mean": 1120.2962962962963,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.177797008443762,
        "sum_squared": 26.80958186064917,
        "min": 5.177797008443762,
        "max": 5.177797008443762,
        "mean": 5.177797008443762,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.177797008443762,
        "sum_squared": 26.80958186064917,
        "min": 5.177797008443762,
        "max": 5.177797008443762,
        "mean": 5.177797008443762,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 214.20987654320987,
        "sum_squared": 45885.87120865721,
        "min": 214.20987654320987,
        "max": 214.20987654320987,
        "mean": 214.20987654320987,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1120.2962962962963,
        "sum_squared": 1255063.7914951988,
        "min": 1120.2962962962963,
        "max": 1120.2962962962963,
        "mean": 1120.2962962962963,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1120.2962962962963,
        "sum_squared": 1255063.7914951988,
        "min": 1120.2962962962963,
        "max": 1120.2962962962963,
        "mean": 1120.2962962962963,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8431641518061251,
        "sum_squared": 0.7109257868909424,
        "min": 0.8431641518061251,
        "max": 0.8431641518061251,
        "mean": 0.8431641518061251,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8431641518061251,
        "sum_squared": 0.7109257868909424,
        "min": 0.8431641518061251,
        "max": 0.8431641518061251,
        "mean": 0.8431641518061251,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8431641518061251,
        "sum_squared": 0.7109257868909424,
        "min": 0.8431641518061251,
        "max": 0.8431641518061251,
        "mean": 0.8431641518061251,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=anthropic_claude-3-7-sonnet-20250219",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=anthropic_claude-3-7-sonnet-20250219",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "anthropic/claude-3-7-sonnet-20250219",
        "model": "anthropic/claude-3-7-sonnet-20250219",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 5.205429774743539,
        "sum_squared": 27.096499139786573,
        "min": 5.205429774743539,
        "max": 5.205429774743539,
        "mean": 5.205429774743539,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 1022.4012345679013,
        "sum_squared": 1045304.2844459687,
        "min": 1022.4012345679013,
        "max": 1022.4012345679013,
        "mean": 1022.4012345679013,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1372.1666666666667,
        "sum_squared": 1882841.3611111112,
        "min": 1372.1666666666667,
        "max": 1372.1666666666667,
        "mean": 1372.1666666666667,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.205429774743539,
        "sum_squared": 27.096499139786573,
        "min": 5.205429774743539,
        "max": 5.205429774743539,
        "mean": 5.205429774743539,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 5.205429774743539,
        "sum_squared": 27.096499139786573,
        "min": 5.205429774743539,
        "max": 5.205429774743539,
        "mean": 5.205429774743539,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 195.42592592592592,
        "sum_squared": 38191.29252400548,
        "min": 195.42592592592592,
        "max": 195.42592592592592,
        "mean": 195.42592592592592,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1022.4012345679013,
        "sum_squared": 1045304.2844459687,
        "min": 1022.4012345679013,
        "max": 1022.4012345679013,
        "mean": 1022.4012345679013,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1022.4012345679013,
        "sum_squared": 1045304.2844459687,
        "min": 1022.4012345679013,
        "max": 1022.4012345679013,
        "mean": 1022.4012345679013,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8687700045724716,
        "sum_squared": 0.7547613208448523,
        "min": 0.8687700045724716,
        "max": 0.8687700045724716,
        "mean": 0.8687700045724716,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8687700045724716,
        "sum_squared": 0.7547613208448523,
        "min": 0.8687700045724716,
        "max": 0.8687700045724716,
        "mean": 0.8687700045724716,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8687700045724716,
        "sum_squared": 0.7547613208448523,
        "min": 0.8687700045724716,
        "max": 0.8687700045724716,
        "mean": 0.8687700045724716,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=deepseek-ai_deepseek-v3",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=deepseek-ai_deepseek-v3",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/deepseek-v3",
        "model": "deepseek-ai/deepseek-v3",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1336.8456790123457,
        "sum_squared": 1787156.3694939797,
        "min": 1336.8456790123457,
        "max": 1336.8456790123457,
        "mean": 1336.8456790123457,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 12.101275133497921,
        "sum_squared": 146.44085985661513,
        "min": 12.101275133497921,
        "max": 12.101275133497921,
        "mean": 12.101275133497921,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1336.8456790123457,
        "sum_squared": 1787156.3694939797,
        "min": 1336.8456790123457,
        "max": 1336.8456790123457,
        "mean": 1336.8456790123457,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1336.8456790123457,
        "sum_squared": 1787156.3694939797,
        "min": 1336.8456790123457,
        "max": 1336.8456790123457,
        "mean": 1336.8456790123457,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 12.101275133497921,
        "sum_squared": 146.44085985661513,
        "min": 12.101275133497921,
        "max": 12.101275133497921,
        "mean": 12.101275133497921,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 12.101275133497921,
        "sum_squared": 146.44085985661513,
        "min": 12.101275133497921,
        "max": 12.101275133497921,
        "mean": 12.101275133497921,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8404206675811593,
        "sum_squared": 0.7063068984975615,
        "min": 0.8404206675811593,
        "max": 0.8404206675811593,
        "mean": 0.8404206675811593,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8404206675811593,
        "sum_squared": 0.7063068984975615,
        "min": 0.8404206675811593,
        "max": 0.8404206675811593,
        "mean": 0.8404206675811593,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8404206675811593,
        "sum_squared": 0.7063068984975615,
        "min": 0.8404206675811593,
        "max": 0.8404206675811593,
        "mean": 0.8404206675811593,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=google_gemini-1.5-flash-002",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=google_gemini-1.5-flash-002",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "google/gemini-1.5-flash-002",
        "model": "google/gemini-1.5-flash-002",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0893347969761602,
        "sum_squared": 1.1866502999030921,
        "min": 1.0893347969761602,
        "max": 1.0893347969761602,
        "mean": 1.0893347969761602,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0893347969761602,
        "sum_squared": 1.1866502999030921,
        "min": 1.0893347969761602,
        "max": 1.0893347969761602,
        "mean": 1.0893347969761602,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0893347969761602,
        "sum_squared": 1.1866502999030921,
        "min": 1.0893347969761602,
        "max": 1.0893347969761602,
        "mean": 1.0893347969761602,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8449931412894355,
        "sum_squared": 0.7140134088261879,
        "min": 0.8449931412894355,
        "max": 0.8449931412894355,
        "mean": 0.8449931412894355,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8449931412894355,
        "sum_squared": 0.7140134088261879,
        "min": 0.8449931412894355,
        "max": 0.8449931412894355,
        "mean": 0.8449931412894355,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8449931412894355,
        "sum_squared": 0.7140134088261879,
        "min": 0.8449931412894355,
        "max": 0.8449931412894355,
        "mean": 0.8449931412894355,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=google_gemini-1.5-pro-002",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=google_gemini-1.5-pro-002",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "google/gemini-1.5-pro-002",
        "model": "google/gemini-1.5-pro-002",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 3.760884882491312,
        "sum_squared": 14.144255099351689,
        "min": 3.760884882491312,
        "max": 3.760884882491312,
        "mean": 3.760884882491312,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.760884882491312,
        "sum_squared": 14.144255099351689,
        "min": 3.760884882491312,
        "max": 3.760884882491312,
        "mean": 3.760884882491312,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.760884882491312,
        "sum_squared": 14.144255099351689,
        "min": 3.760884882491312,
        "max": 3.760884882491312,
        "mean": 3.760884882491312,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8516232281664361,
        "sum_squared": 0.7252621227526217,
        "min": 0.8516232281664361,
        "max": 0.8516232281664361,
        "mean": 0.8516232281664361,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8516232281664361,
        "sum_squared": 0.7252621227526217,
        "min": 0.8516232281664361,
        "max": 0.8516232281664361,
        "mean": 0.8516232281664361,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8516232281664361,
        "sum_squared": 0.7252621227526217,
        "min": 0.8516232281664361,
        "max": 0.8516232281664361,
        "mean": 0.8516232281664361,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=google_gemini-2.0-flash-001",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=google_gemini-2.0-flash-001",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "google/gemini-2.0-flash-001",
        "model": "google/gemini-2.0-flash-001",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 1.6605455904831121,
        "sum_squared": 2.7574116580729076,
        "min": 1.6605455904831121,
        "max": 1.6605455904831121,
        "mean": 1.6605455904831121,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1394.8086419753085,
        "sum_squared": 1945491.1477290045,
        "min": 1394.8086419753085,
        "max": 1394.8086419753085,
        "mean": 1394.8086419753085,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.6605455904831121,
        "sum_squared": 2.7574116580729076,
        "min": 1.6605455904831121,
        "max": 1.6605455904831121,
        "mean": 1.6605455904831121,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.6605455904831121,
        "sum_squared": 2.7574116580729076,
        "min": 1.6605455904831121,
        "max": 1.6605455904831121,
        "mean": 1.6605455904831121,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8513946044810221,
        "sum_squared": 0.7248727725393961,
        "min": 0.8513946044810221,
        "max": 0.8513946044810221,
        "mean": 0.8513946044810221,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8513946044810221,
        "sum_squared": 0.7248727725393961,
        "min": 0.8513946044810221,
        "max": 0.8513946044810221,
        "mean": 0.8513946044810221,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8513946044810221,
        "sum_squared": 0.7248727725393961,
        "min": 0.8513946044810221,
        "max": 0.8513946044810221,
        "mean": 0.8513946044810221,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=meta_llama-3.1-405b-instruct-turbo",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=meta_llama-3.1-405b-instruct-turbo",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/llama-3.1-405b-instruct-turbo",
        "model": "meta/llama-3.1-405b-instruct-turbo",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 3.870884820267006,
        "sum_squared": 14.983749291773533,
        "min": 3.870884820267006,
        "max": 3.870884820267006,
        "mean": 3.870884820267006,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -25.32609970287818,
        "sum_squared": 641.4113261601264,
        "min": -25.32609970287818,
        "max": -25.32609970287818,
        "mean": -25.32609970287818,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 941.4074074074074,
        "sum_squared": 886247.9067215363,
        "min": 941.4074074074074,
        "max": 941.4074074074074,
        "mean": 941.4074074074074,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.154168683535722,
        "sum_squared": 1.3321053500545819,
        "min": 1.154168683535722,
        "max": 1.154168683535722,
        "mean": 1.154168683535722,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.03881193005165035,
        "sum_squared": 0.0015063659143341997,
        "min": 0.03881193005165035,
        "max": 0.03881193005165035,
        "mean": 0.03881193005165035,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.02690237988739125,
        "sum_squared": 0.0007237380436055133,
        "min": -0.02690237988739125,
        "max": -0.02690237988739125,
        "mean": -0.02690237988739125,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.870884820267006,
        "sum_squared": 14.983749291773533,
        "min": 3.870884820267006,
        "max": 3.870884820267006,
        "mean": 3.870884820267006,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.870884820267006,
        "sum_squared": 14.983749291773533,
        "min": 3.870884820267006,
        "max": 3.870884820267006,
        "mean": 3.870884820267006,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -25.32609970287818,
        "sum_squared": 641.4113261601264,
        "min": -25.32609970287818,
        "max": -25.32609970287818,
        "mean": -25.32609970287818,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -25.32609970287818,
        "sum_squared": 641.4113261601264,
        "min": -25.32609970287818,
        "max": -25.32609970287818,
        "mean": -25.32609970287818,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 176.6358024691358,
        "sum_squared": 31200.20671391556,
        "min": 176.6358024691358,
        "max": 176.6358024691358,
        "mean": 176.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 941.4074074074074,
        "sum_squared": 886247.9067215363,
        "min": 941.4074074074074,
        "max": 941.4074074074074,
        "mean": 941.4074074074074,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 941.4074074074074,
        "sum_squared": 886247.9067215363,
        "min": 941.4074074074074,
        "max": 941.4074074074074,
        "mean": 941.4074074074074,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8401920438957455,
        "sum_squared": 0.7059226706257103,
        "min": 0.8401920438957455,
        "max": 0.8401920438957455,
        "mean": 0.8401920438957455,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8401920438957455,
        "sum_squared": 0.7059226706257103,
        "min": 0.8401920438957455,
        "max": 0.8401920438957455,
        "mean": 0.8401920438957455,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8401920438957455,
        "sum_squared": 0.7059226706257103,
        "min": 0.8401920438957455,
        "max": 0.8401920438957455,
        "mean": 0.8401920438957455,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=meta_llama-3.1-70b-instruct-turbo",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=meta_llama-3.1-70b-instruct-turbo",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/llama-3.1-70b-instruct-turbo",
        "model": "meta/llama-3.1-70b-instruct-turbo",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 1.5525983895784543,
        "sum_squared": 2.41056175932161,
        "min": 1.5525983895784543,
        "max": 1.5525983895784543,
        "mean": 1.5525983895784543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -31.501275116797427,
        "sum_squared": 992.3303339841607,
        "min": -31.501275116797427,
        "max": -31.501275116797427,
        "mean": -31.501275116797427,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 812.1604938271605,
        "sum_squared": 659604.6677335772,
        "min": 812.1604938271605,
        "max": 812.1604938271605,
        "mean": 812.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.2256074251805338,
        "sum_squared": 1.5021135606576577,
        "min": 1.2256074251805338,
        "max": 1.2256074251805338,
        "mean": 1.2256074251805338,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.055957823285054144,
        "sum_squared": 0.0031312779868013477,
        "min": 0.055957823285054144,
        "max": 0.055957823285054144,
        "mean": 0.055957823285054144,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.038787007440306935,
        "sum_squared": 0.0015044319461744256,
        "min": -0.038787007440306935,
        "max": -0.038787007440306935,
        "mean": -0.038787007440306935,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.5525983895784543,
        "sum_squared": 2.41056175932161,
        "min": 1.5525983895784543,
        "max": 1.5525983895784543,
        "mean": 1.5525983895784543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.5525983895784543,
        "sum_squared": 2.41056175932161,
        "min": 1.5525983895784543,
        "max": 1.5525983895784543,
        "mean": 1.5525983895784543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -31.501275116797427,
        "sum_squared": 992.3303339841607,
        "min": -31.501275116797427,
        "max": -31.501275116797427,
        "mean": -31.501275116797427,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -31.501275116797427,
        "sum_squared": 992.3303339841607,
        "min": -31.501275116797427,
        "max": -31.501275116797427,
        "mean": -31.501275116797427,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 154.84567901234567,
        "sum_squared": 23977.18430879439,
        "min": 154.84567901234567,
        "max": 154.84567901234567,
        "mean": 154.84567901234567,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 812.1604938271605,
        "sum_squared": 659604.6677335772,
        "min": 812.1604938271605,
        "max": 812.1604938271605,
        "mean": 812.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 812.1604938271605,
        "sum_squared": 659604.6677335772,
        "min": 812.1604938271605,
        "max": 812.1604938271605,
        "mean": 812.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.824874256973021,
        "sum_squared": 0.6804175398167934,
        "min": 0.824874256973021,
        "max": 0.824874256973021,
        "mean": 0.824874256973021,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.824874256973021,
        "sum_squared": 0.6804175398167934,
        "min": 0.824874256973021,
        "max": 0.824874256973021,
        "mean": 0.824874256973021,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.824874256973021,
        "sum_squared": 0.6804175398167934,
        "min": 0.824874256973021,
        "max": 0.824874256973021,
        "mean": 0.824874256973021,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=meta_llama-3.1-8b-instruct-turbo",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=meta_llama-3.1-8b-instruct-turbo",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/llama-3.1-8b-instruct-turbo",
        "model": "meta/llama-3.1-8b-instruct-turbo",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 1.1497825825655903,
        "sum_squared": 1.3219999871711985,
        "min": 1.1497825825655903,
        "max": 1.1497825825655903,
        "mean": 1.1497825825655903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -50.67078544615318,
        "sum_squared": 2567.5284977300894,
        "min": -50.67078544615318,
        "max": -50.67078544615318,
        "mean": -50.67078544615318,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 910.9567901234568,
        "sum_squared": 829842.2734720317,
        "min": 910.9567901234568,
        "max": 910.9567901234568,
        "mean": 910.9567901234568,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.3358499734248912,
        "sum_squared": 1.7844951514992826,
        "min": 1.3358499734248912,
        "max": 1.3358499734248912,
        "mean": 1.3358499734248912,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.08024803335755003,
        "sum_squared": 0.006439746857754462,
        "min": 0.08024803335755003,
        "max": 0.08024803335755003,
        "mean": 0.08024803335755003,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.05562369806726624,
        "sum_squared": 0.003093995786678398,
        "min": -0.05562369806726624,
        "max": -0.05562369806726624,
        "mean": -0.05562369806726624,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1325.1604938271605,
        "sum_squared": 1756050.3344002438,
        "min": 1325.1604938271605,
        "max": 1325.1604938271605,
        "mean": 1325.1604938271605,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.1497825825655903,
        "sum_squared": 1.3219999871711985,
        "min": 1.1497825825655903,
        "max": 1.1497825825655903,
        "mean": 1.1497825825655903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.1497825825655903,
        "sum_squared": 1.3219999871711985,
        "min": 1.1497825825655903,
        "max": 1.1497825825655903,
        "mean": 1.1497825825655903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -50.67078544615318,
        "sum_squared": 2567.5284977300894,
        "min": -50.67078544615318,
        "max": -50.67078544615318,
        "mean": -50.67078544615318,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -50.67078544615318,
        "sum_squared": 2567.5284977300894,
        "min": -50.67078544615318,
        "max": -50.67078544615318,
        "mean": -50.67078544615318,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 174.98765432098764,
        "sum_squared": 30620.679164761466,
        "min": 174.98765432098764,
        "max": 174.98765432098764,
        "mean": 174.98765432098764,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 910.9567901234568,
        "sum_squared": 829842.2734720317,
        "min": 910.9567901234568,
        "max": 910.9567901234568,
        "mean": 910.9567901234568,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 910.9567901234568,
        "sum_squared": 829842.2734720317,
        "min": 910.9567901234568,
        "max": 910.9567901234568,
        "mean": 910.9567901234568,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.7750342935528121,
        "sum_squared": 0.6006781561829064,
        "min": 0.7750342935528121,
        "max": 0.7750342935528121,
        "mean": 0.7750342935528121,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7750342935528121,
        "sum_squared": 0.6006781561829064,
        "min": 0.7750342935528121,
        "max": 0.7750342935528121,
        "mean": 0.7750342935528121,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7750342935528121,
        "sum_squared": 0.6006781561829064,
        "min": 0.7750342935528121,
        "max": 0.7750342935528121,
        "mean": 0.7750342935528121,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=mistralai_mistral-7b-instruct-v0.3",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=mistralai_mistral-7b-instruct-v0.3",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/mistral-7b-instruct-v0.3",
        "model": "mistralai/mistral-7b-instruct-v0.3",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 1.234996128965307,
        "sum_squared": 1.5252154385592933,
        "min": 1.234996128965307,
        "max": 1.234996128965307,
        "mean": 1.234996128965307,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -36.88174999418843,
        "sum_squared": 1360.2634826338185,
        "min": -36.88174999418843,
        "max": -36.88174999418843,
        "mean": -36.88174999418843,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 801.9506172839506,
        "sum_squared": 643124.7925621094,
        "min": 801.9506172839506,
        "max": 801.9506172839506,
        "mean": 801.9506172839506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.2457177001161917,
        "sum_squared": 1.551812588382774,
        "min": 1.2457177001161917,
        "max": 1.2457177001161917,
        "mean": 1.2457177001161917,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.06634961887819357,
        "sum_squared": 0.004402271925281541,
        "min": 0.06634961887819357,
        "max": 0.06634961887819357,
        "mean": 0.06634961887819357,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.0459900512566468,
        "sum_squared": 0.0021150848145889997,
        "min": -0.0459900512566468,
        "max": -0.0459900512566468,
        "mean": -0.0459900512566468,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.234996128965307,
        "sum_squared": 1.5252154385592933,
        "min": 1.234996128965307,
        "max": 1.234996128965307,
        "mean": 1.234996128965307,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.234996128965307,
        "sum_squared": 1.5252154385592933,
        "min": 1.234996128965307,
        "max": 1.234996128965307,
        "mean": 1.234996128965307,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -36.88174999418843,
        "sum_squared": 1360.2634826338185,
        "min": -36.88174999418843,
        "max": -36.88174999418843,
        "mean": -36.88174999418843,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -36.88174999418843,
        "sum_squared": 1360.2634826338185,
        "min": -36.88174999418843,
        "max": -36.88174999418843,
        "mean": -36.88174999418843,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 167.8641975308642,
        "sum_squared": 28178.388812680994,
        "min": 167.8641975308642,
        "max": 167.8641975308642,
        "mean": 167.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 801.9506172839506,
        "sum_squared": 643124.7925621094,
        "min": 801.9506172839506,
        "max": 801.9506172839506,
        "mean": 801.9506172839506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 801.9506172839506,
        "sum_squared": 643124.7925621094,
        "min": 801.9506172839506,
        "max": 801.9506172839506,
        "mean": 801.9506172839506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.7597165066300872,
        "sum_squared": 0.5771691704462233,
        "min": 0.7597165066300872,
        "max": 0.7597165066300872,
        "mean": 0.7597165066300872,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7597165066300872,
        "sum_squared": 0.5771691704462233,
        "min": 0.7597165066300872,
        "max": 0.7597165066300872,
        "mean": 0.7597165066300872,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7597165066300872,
        "sum_squared": 0.5771691704462233,
        "min": 0.7597165066300872,
        "max": 0.7597165066300872,
        "mean": 0.7597165066300872,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=mistralai_mixtral-8x22b-instruct-v0.1",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=mistralai_mixtral-8x22b-instruct-v0.1",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/mixtral-8x22b-instruct-v0.1",
        "model": "mistralai/mixtral-8x22b-instruct-v0.1",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 2.455468370590681,
        "sum_squared": 6.029324918971254,
        "min": 2.455468370590681,
        "max": 2.455468370590681,
        "mean": 2.455468370590681,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -33.760157285950115,
        "sum_squared": 1139.7482199720905,
        "min": -33.760157285950115,
        "max": -33.760157285950115,
        "mean": -33.760157285950115,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 718.358024691358,
        "sum_squared": 516038.2516384697,
        "min": 718.358024691358,
        "max": 718.358024691358,
        "mean": 718.358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.2522452264380484,
        "sum_squared": 1.568118107136879,
        "min": 1.2522452264380484,
        "max": 1.2522452264380484,
        "mean": 1.2522452264380484,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.06780130495096504,
        "sum_squared": 0.0045970169530537555,
        "min": 0.06780130495096504,
        "max": 0.06780130495096504,
        "mean": 0.06780130495096504,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.04699628336504647,
        "sum_squared": 0.0022086506501277437,
        "min": -0.04699628336504647,
        "max": -0.04699628336504647,
        "mean": -0.04699628336504647,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.455468370590681,
        "sum_squared": 6.029324918971254,
        "min": 2.455468370590681,
        "max": 2.455468370590681,
        "mean": 2.455468370590681,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.455468370590681,
        "sum_squared": 6.029324918971254,
        "min": 2.455468370590681,
        "max": 2.455468370590681,
        "mean": 2.455468370590681,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -33.760157285950115,
        "sum_squared": 1139.7482199720905,
        "min": -33.760157285950115,
        "max": -33.760157285950115,
        "mean": -33.760157285950115,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -33.760157285950115,
        "sum_squared": 1139.7482199720905,
        "min": -33.760157285950115,
        "max": -33.760157285950115,
        "mean": -33.760157285950115,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 150.08641975308643,
        "sum_squared": 22525.933394299653,
        "min": 150.08641975308643,
        "max": 150.08641975308643,
        "mean": 150.08641975308643,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 718.358024691358,
        "sum_squared": 516038.2516384697,
        "min": 718.358024691358,
        "max": 718.358024691358,
        "mean": 718.358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 718.358024691358,
        "sum_squared": 516038.2516384697,
        "min": 718.358024691358,
        "max": 718.358024691358,
        "mean": 718.358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8182441700960201,
        "sum_squared": 0.6695235218961247,
        "min": 0.8182441700960201,
        "max": 0.8182441700960201,
        "mean": 0.8182441700960201,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8182441700960201,
        "sum_squared": 0.6695235218961247,
        "min": 0.8182441700960201,
        "max": 0.8182441700960201,
        "mean": 0.8182441700960201,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8182441700960201,
        "sum_squared": 0.6695235218961247,
        "min": 0.8182441700960201,
        "max": 0.8182441700960201,
        "mean": 0.8182441700960201,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=mistralai_mixtral-8x7b-instruct-v0.1",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=mistralai_mixtral-8x7b-instruct-v0.1",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/mixtral-8x7b-instruct-v0.1",
        "model": "mistralai/mixtral-8x7b-instruct-v0.1",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 2.228428923053506,
        "sum_squared": 4.96589546510141,
        "min": 2.228428923053506,
        "max": 2.228428923053506,
        "mean": 2.228428923053506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -20.934984658828295,
        "sum_squared": 438.27358266537607,
        "min": -20.934984658828295,
        "max": -20.934984658828295,
        "mean": -20.934984658828295,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 974.7222222222222,
        "sum_squared": 950083.4104938271,
        "min": 974.7222222222222,
        "max": 974.7222222222222,
        "mean": 974.7222222222222,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.107743687689098,
        "sum_squared": 1.227096077615042,
        "min": 1.107743687689098,
        "max": 1.107743687689098,
        "mean": 1.107743687689098,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.030986057216916843,
        "sum_squared": 0.0009601357418500444,
        "min": 0.030986057216916843,
        "max": 0.030986057216916843,
        "mean": 0.030986057216916843,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.021477898196575054,
        "sum_squared": 0.00046130011094244196,
        "min": -0.021477898196575054,
        "max": -0.021477898196575054,
        "mean": -0.021477898196575054,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1491.9197530864199,
        "sum_squared": 2225824.549649444,
        "min": 1491.9197530864199,
        "max": 1491.9197530864199,
        "mean": 1491.9197530864199,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.228428923053506,
        "sum_squared": 4.96589546510141,
        "min": 2.228428923053506,
        "max": 2.228428923053506,
        "mean": 2.228428923053506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.228428923053506,
        "sum_squared": 4.96589546510141,
        "min": 2.228428923053506,
        "max": 2.228428923053506,
        "mean": 2.228428923053506,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -20.934984658828295,
        "sum_squared": 438.27358266537607,
        "min": -20.934984658828295,
        "max": -20.934984658828295,
        "mean": -20.934984658828295,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -20.934984658828295,
        "sum_squared": 438.27358266537607,
        "min": -20.934984658828295,
        "max": -20.934984658828295,
        "mean": -20.934984658828295,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 204.59259259259258,
        "sum_squared": 41858.128943758566,
        "min": 204.59259259259258,
        "max": 204.59259259259258,
        "mean": 204.59259259259258,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 974.7222222222222,
        "sum_squared": 950083.4104938271,
        "min": 974.7222222222222,
        "max": 974.7222222222222,
        "mean": 974.7222222222222,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 974.7222222222222,
        "sum_squared": 950083.4104938271,
        "min": 974.7222222222222,
        "max": 974.7222222222222,
        "mean": 974.7222222222222,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.7624599908550526,
        "sum_squared": 0.5813452376546868,
        "min": 0.7624599908550526,
        "max": 0.7624599908550526,
        "mean": 0.7624599908550526,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7624599908550526,
        "sum_squared": 0.5813452376546868,
        "min": 0.7624599908550526,
        "max": 0.7624599908550526,
        "mean": 0.7624599908550526,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7624599908550526,
        "sum_squared": 0.5813452376546868,
        "min": 0.7624599908550526,
        "max": 0.7624599908550526,
        "mean": 0.7624599908550526,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=openai_gpt-4o-2024-11-20",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=openai_gpt-4o-2024-11-20",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "openai/gpt-4o-2024-11-20",
        "model": "openai/gpt-4o-2024-11-20",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 4.624861865867803,
        "sum_squared": 21.38934727835822,
        "min": 4.624861865867803,
        "max": 4.624861865867803,
        "mean": 4.624861865867803,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 992.3518518518518,
        "sum_squared": 984762.1978737997,
        "min": 992.3518518518518,
        "max": 992.3518518518518,
        "mean": 992.3518518518518,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 4.624861865867803,
        "sum_squared": 21.38934727835822,
        "min": 4.624861865867803,
        "max": 4.624861865867803,
        "mean": 4.624861865867803,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 4.624861865867803,
        "sum_squared": 21.38934727835822,
        "min": 4.624861865867803,
        "max": 4.624861865867803,
        "mean": 4.624861865867803,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 177.4814814814815,
        "sum_squared": 31499.676268861458,
        "min": 177.4814814814815,
        "max": 177.4814814814815,
        "mean": 177.4814814814815,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 992.3518518518518,
        "sum_squared": 984762.1978737997,
        "min": 992.3518518518518,
        "max": 992.3518518518518,
        "mean": 992.3518518518518,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 992.3518518518518,
        "sum_squared": 984762.1978737997,
        "min": 992.3518518518518,
        "max": 992.3518518518518,
        "mean": 992.3518518518518,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.866941015089161,
        "sum_squared": 0.7515867236438248,
        "min": 0.866941015089161,
        "max": 0.866941015089161,
        "mean": 0.866941015089161,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.866941015089161,
        "sum_squared": 0.7515867236438248,
        "min": 0.866941015089161,
        "max": 0.866941015089161,
        "mean": 0.866941015089161,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.866941015089161,
        "sum_squared": 0.7515867236438248,
        "min": 0.866941015089161,
        "max": 0.866941015089161,
        "mean": 0.866941015089161,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=openai_gpt-4o-mini-2024-07-18",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=openai_gpt-4o-mini-2024-07-18",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "openai/gpt-4o-mini-2024-07-18",
        "model": "openai/gpt-4o-mini-2024-07-18",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 3.0872432420283187,
        "sum_squared": 9.531070835449524,
        "min": 3.0872432420283187,
        "max": 3.0872432420283187,
        "mean": 3.0872432420283187,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 901.8641975308642,
        "sum_squared": 813359.0307879896,
        "min": 901.8641975308642,
        "max": 901.8641975308642,
        "mean": 901.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1298.9444444444443,
        "sum_squared": 1687256.669753086,
        "min": 1298.9444444444443,
        "max": 1298.9444444444443,
        "mean": 1298.9444444444443,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.0872432420283187,
        "sum_squared": 9.531070835449524,
        "min": 3.0872432420283187,
        "max": 3.0872432420283187,
        "mean": 3.0872432420283187,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 3.0872432420283187,
        "sum_squared": 9.531070835449524,
        "min": 3.0872432420283187,
        "max": 3.0872432420283187,
        "mean": 3.0872432420283187,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 161.12962962962962,
        "sum_squared": 25962.757544581615,
        "min": 161.12962962962962,
        "max": 161.12962962962962,
        "mean": 161.12962962962962,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 901.8641975308642,
        "sum_squared": 813359.0307879896,
        "min": 901.8641975308642,
        "max": 901.8641975308642,
        "mean": 901.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 901.8641975308642,
        "sum_squared": 813359.0307879896,
        "min": 901.8641975308642,
        "max": 901.8641975308642,
        "mean": 901.8641975308642,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8463648834019184,
        "sum_squared": 0.716333515855943,
        "min": 0.8463648834019184,
        "max": 0.8463648834019184,
        "mean": 0.8463648834019184,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8463648834019184,
        "sum_squared": 0.716333515855943,
        "min": 0.8463648834019184,
        "max": 0.8463648834019184,
        "mean": 0.8463648834019184,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8463648834019184,
        "sum_squared": 0.716333515855943,
        "min": 0.8463648834019184,
        "max": 0.8463648834019184,
        "mean": 0.8463648834019184,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=qwen_qwen2.5-72b-instruct-turbo",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=qwen_qwen2.5-72b-instruct-turbo",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/qwen2.5-72b-instruct-turbo",
        "model": "qwen/qwen2.5-72b-instruct-turbo",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 2.4985873272389543,
        "sum_squared": 6.242938631839102,
        "min": 2.4985873272389543,
        "max": 2.4985873272389543,
        "mean": 2.4985873272389543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -21.667342511604403,
        "sum_squared": 469.4737315151794,
        "min": -21.667342511604403,
        "max": -21.667342511604403,
        "mean": -21.667342511604403,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 699.0555555555555,
        "sum_squared": 488678.6697530864,
        "min": 699.0555555555555,
        "max": 699.0555555555555,
        "mean": 699.0555555555555,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.180408631052669,
        "sum_squared": 1.3933645362636358,
        "min": 1.180408631052669,
        "max": 1.180408631052669,
        "mean": 1.180408631052669,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.04471657129724368,
        "sum_squared": 0.001999571748581477,
        "min": 0.04471657129724368,
        "max": 0.04471657129724368,
        "mean": 0.04471657129724368,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.03099516531899223,
        "sum_squared": 0.0009607002731516587,
        "min": -0.03099516531899223,
        "max": -0.03099516531899223,
        "mean": -0.03099516531899223,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.4985873272389543,
        "sum_squared": 6.242938631839102,
        "min": 2.4985873272389543,
        "max": 2.4985873272389543,
        "mean": 2.4985873272389543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 2.4985873272389543,
        "sum_squared": 6.242938631839102,
        "min": 2.4985873272389543,
        "max": 2.4985873272389543,
        "mean": 2.4985873272389543,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -21.667342511604403,
        "sum_squared": 469.4737315151794,
        "min": -21.667342511604403,
        "max": -21.667342511604403,
        "mean": -21.667342511604403,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -21.667342511604403,
        "sum_squared": 469.4737315151794,
        "min": -21.667342511604403,
        "max": -21.667342511604403,
        "mean": -21.667342511604403,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 130.6358024691358,
        "sum_squared": 17065.712886755067,
        "min": 130.6358024691358,
        "max": 130.6358024691358,
        "mean": 130.6358024691358,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 699.0555555555555,
        "sum_squared": 488678.6697530864,
        "min": 699.0555555555555,
        "max": 699.0555555555555,
        "mean": 699.0555555555555,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 699.0555555555555,
        "sum_squared": 488678.6697530864,
        "min": 699.0555555555555,
        "max": 699.0555555555555,
        "mean": 699.0555555555555,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.8481938728852292,
        "sum_squared": 0.7194328460000443,
        "min": 0.8481938728852292,
        "max": 0.8481938728852292,
        "mean": 0.8481938728852292,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8481938728852292,
        "sum_squared": 0.7194328460000443,
        "min": 0.8481938728852292,
        "max": 0.8481938728852292,
        "mean": 0.8481938728852292,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.8481938728852292,
        "sum_squared": 0.7194328460000443,
        "min": 0.8481938728852292,
        "max": 0.8481938728852292,
        "mean": 0.8481938728852292,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  },
  {
    "run_path": "benchmark_output/runs/v1.0.0/helpdesk_call_summarization:model=qwen_qwen2.5-7b-instruct-turbo",
    "run_spec": {
      "name": "helpdesk_call_summarization:model=qwen_qwen2.5-7b-instruct-turbo",
      "scenario_spec": {
        "class_name": "helm.benchmark.scenarios.helpdesk_call_summarization_scenario.HelpdeskCallSummarizationScenario",
        "args": {}
      },
      "adapter_spec": {
        "method": "generation",
        "global_prefix": "",
        "global_suffix": "",
        "instructions": "The following is a call transcript of a call between a compnay's employee and the company's IT helpdesk. Summarize the call transcript in under 200 words.",
        "input_prefix": "### Call Transcript\n",
        "input_suffix": "",
        "reference_prefix": "A. ",
        "reference_suffix": "\n",
        "chain_of_thought_prefix": "",
        "chain_of_thought_suffix": "\n",
        "output_prefix": "",
        "output_suffix": "",
        "instance_prefix": "\n",
        "substitutions": [],
        "max_train_instances": 0,
        "max_eval_instances": 10000,
        "num_outputs": 1,
        "num_train_trials": 1,
        "num_trials": 1,
        "sample_train": true,
        "model_deployment": "together/qwen2.5-7b-instruct-turbo",
        "model": "qwen/qwen2.5-7b-instruct-turbo",
        "temperature": 0.0,
        "max_tokens": 512,
        "stop_sequences": [],
        "multi_label": false
      },
      "metric_specs": [
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicGenerationMetric",
          "args": {
            "names": []
          }
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.BasicReferenceMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.basic_metrics.InstancesPerSplitMetric",
          "args": {}
        },
        {
          "class_name": "helm.benchmark.metrics.helpdesk_call_summarization_metrics.HelpdeskCallSummarizationMetric",
          "args": {}
        }
      ],
      "data_augmenter_spec": {
        "perturbation_specs": [],
        "should_augment_train_instances": false,
        "should_include_original_train": false,
        "should_skip_unchanged_train": false,
        "should_augment_eval_instances": false,
        "should_include_original_eval": false,
        "should_skip_unchanged_eval": false,
        "seeds_per_instance": 1
      },
      "groups": [
        "helpdesk_call_summarization"
      ],
      "annotators": [
        {
          "class_name": "helm.benchmark.annotation.helpdesk_call_summarization_annotator.HelpdeskCallSummarizationAnnotator",
          "args": {}
        }
      ]
    },
    "stats": [
      {
        "name": {
          "name": "num_references",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "training_co2_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "training_energy_cost",
          "split": "test"
        },
        "count": 0,
        "sum": 0.0,
        "sum_squared": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test"
        },
        "count": 1,
        "sum": 0.9551631962811505,
        "sum_squared": 0.9123367315300237,
        "min": 0.9551631962811505,
        "max": 0.9551631962811505,
        "mean": 0.9551631962811505,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test"
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test"
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test"
        },
        "count": 1,
        "sum": -35.09634890129903,
        "sum_squared": 1231.7537062017136,
        "min": -35.09634890129903,
        "max": -35.09634890129903,
        "mean": -35.09634890129903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test"
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test"
        },
        "count": 1,
        "sum": 607.3888888888889,
        "sum_squared": 368921.26234567905,
        "min": 607.3888888888889,
        "max": 607.3888888888889,
        "mean": 607.3888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "perplexity",
          "split": "test"
        },
        "count": 1,
        "sum": 1.3489855178254333,
        "sum_squared": 1.8197619273027523,
        "min": 1.3489855178254333,
        "max": 1.3489855178254333,
        "mean": 1.3489855178254333,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "bits_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": 0.08336228969521932,
        "sum_squared": 0.006949271343229669,
        "min": 0.08336228969521932,
        "max": 0.08336228969521932,
        "mean": 0.08336228969521932,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob_per_byte",
          "split": "test"
        },
        "count": 1,
        "sum": -0.05778233606726265,
        "sum_squared": 0.003338798361390082,
        "min": -0.05778233606726265,
        "max": -0.05778233606726265,
        "mean": -0.05778233606726265,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_references",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_trials",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_prompt_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1332.7777777777778,
        "sum_squared": 1776296.6049382717,
        "min": 1332.7777777777778,
        "max": 1332.7777777777778,
        "mean": 1332.7777777777778,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_completion_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_output_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.9551631962811505,
        "sum_squared": 0.9123367315300237,
        "min": 0.9551631962811505,
        "max": 0.9551631962811505,
        "mean": 0.9551631962811505,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "inference_runtime",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.9551631962811505,
        "sum_squared": 0.9123367315300237,
        "min": 0.9551631962811505,
        "max": 0.9551631962811505,
        "mean": 0.9551631962811505,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "batch_size",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_length",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_stop",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_endoftext",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "finish_reason_unknown",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 1.0,
        "sum_squared": 1.0,
        "min": 1.0,
        "max": 1.0,
        "mean": 1.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_train_instances",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "prompt_truncated",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.0,
        "sum_squared": 0.0,
        "min": 0.0,
        "max": 0.0,
        "mean": 0.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -35.09634890129903,
        "sum_squared": 1231.7537062017136,
        "min": -35.09634890129903,
        "max": -35.09634890129903,
        "mean": -35.09634890129903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "logprob",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": -35.09634890129903,
        "sum_squared": 1231.7537062017136,
        "min": -35.09634890129903,
        "max": -35.09634890129903,
        "mean": -35.09634890129903,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_perplexity_tokens",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 117.24074074074075,
        "sum_squared": 13745.391289437588,
        "min": 117.24074074074075,
        "max": 117.24074074074075,
        "mean": 117.24074074074075,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 607.3888888888889,
        "sum_squared": 368921.26234567905,
        "min": 607.3888888888889,
        "max": 607.3888888888889,
        "mean": 607.3888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_bytes",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 607.3888888888889,
        "sum_squared": 368921.26234567905,
        "min": 607.3888888888889,
        "max": 607.3888888888889,
        "mean": 607.3888888888889,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "num_instances",
          "split": "test"
        },
        "count": 1,
        "sum": 162.0,
        "sum_squared": 26244.0,
        "min": 162.0,
        "max": 162.0,
        "mean": 162.0,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test"
        },
        "count": 1,
        "sum": 0.7583447645176039,
        "sum_squared": 0.5750867818712602,
        "min": 0.7583447645176039,
        "max": 0.7583447645176039,
        "mean": 0.7583447645176039,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "robustness",
            "robustness": true,
            "fairness": false,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7583447645176039,
        "sum_squared": 0.5750867818712602,
        "min": 0.7583447645176039,
        "max": 0.7583447645176039,
        "mean": 0.7583447645176039,
        "variance": 0.0,
        "stddev": 0.0
      },
      {
        "name": {
          "name": "call_summarization_score",
          "split": "test",
          "perturbation": {
            "name": "fairness",
            "robustness": false,
            "fairness": true,
            "computed_on": "worst"
          }
        },
        "count": 1,
        "sum": 0.7583447645176039,
        "sum_squared": 0.5750867818712602,
        "min": 0.7583447645176039,
        "max": 0.7583447645176039,
        "mean": 0.7583447645176039,
        "variance": 0.0,
        "stddev": 0.0
      }
    ]
  }
]