\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr}
\toprule
Model/adapter & MMLU - # eval & MMLU - # train & MMLU - truncated & MMLU - # prompt tokens & MMLU - # output tokens & MMLU - # trials & NarrativeQA - # eval & NarrativeQA - # train & NarrativeQA - truncated & NarrativeQA - # prompt tokens & NarrativeQA - # output tokens & NarrativeQA - # trials & NaturalQuestions (closed-book) - # eval & NaturalQuestions (closed-book) - # train & NaturalQuestions (closed-book) - truncated & NaturalQuestions (closed-book) - # prompt tokens & NaturalQuestions (closed-book) - # output tokens & NaturalQuestions (closed-book) - # trials & NaturalQuestions (open-book) - # eval & NaturalQuestions (open-book) - # train & NaturalQuestions (open-book) - truncated & NaturalQuestions (open-book) - # prompt tokens & NaturalQuestions (open-book) - # output tokens & NaturalQuestions (open-book) - # trials & OpenbookQA - # eval & OpenbookQA - # train & OpenbookQA - truncated & OpenbookQA - # prompt tokens & OpenbookQA - # output tokens & OpenbookQA - # trials \\
\midrule
Falcon (40B) & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 & 1.0 & 355.0 & 2.0225352112676056 &  & 1692.3295774647888 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 124.246 & 1.0 & 1.0 & 1000.0 & 4.598 & 0.039 & 1586.717 & 0.991 & 1.0 & 500.0 & 5.0 &  & 251.174 & 1.0 & 1.0 \\
Falcon (7B) & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 & 1.0 & 355.0 & 2.0225352112676056 &  & 1692.3295774647888 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 124.246 & 1.0 & 1.0 & 1000.0 & 4.598 & 0.039 & 1586.717 & 0.99 & 1.0 & 500.0 & 5.0 &  & 251.174 & 1.0 & 1.0 \\
Llama 2 (13B) & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 & 355.0 & 4.408450704225352 &  & 3669.8084507042254 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 1000.0 & 4.831 & 0.026 & 2289.357 & 0.986 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 \\
Llama 2 (70B) & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 & 355.0 & 4.408450704225352 &  & 3669.8084507042254 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 1000.0 & 4.831 & 0.026 & 2289.357 & 0.996 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 \\
Llama 2 (7B) & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 & 355.0 & 4.408450704225352 &  & 3669.8084507042254 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 137.383 & 0.996 & 1.0 & 1000.0 & 4.831 & 0.026 & 2289.357 & 0.958 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 \\
LLaMA (65B) & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 & 355.0 & 1.4338028169014085 &  & 1539.5859154929578 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 1000.0 & 3.722 & 0.049 & 1407.129 & 0.985 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 \\
Mistral v0.1 (7B) & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 & 1.0 & 355.0 & 4.574647887323944 &  & 3627.7154929577464 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 142.069 & 1.0 & 1.0 & 1000.0 & 4.832 & 0.026 & 2268.728 & 0.988 & 1.0 & 500.0 & 5.0 &  & 280.15 & 1.0 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 & 1.0 & 355.0 & 4.574647887323944 &  & 3627.7154929577464 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 142.069 & 0.999 & 1.0 & 1000.0 & 4.832 & 0.026 & 2268.728 & 0.991 & 1.0 & 500.0 & 5.0 &  & 280.15 & 1.0 & 1.0 \\
Yi (34B) & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 & 1.0 & 355.0 & 4.867605633802817 &  & 3611.445070422535 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 131.695 & 1.0 & 1.0 & 1000.0 & 4.838 & 0.026 & 2171.698 & 0.995 & 1.0 & 500.0 & 5.0 &  & 260.002 & 1.0 & 1.0 \\
Yi (6B) & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 & 1.0 & 355.0 & 4.867605633802817 &  & 3611.445070422535 & 1.0 & 1.0 & 1000.0 & 5.0 &  & 131.695 & 1.0 & 1.0 & 1000.0 & 4.838 & 0.026 & 2171.698 & 0.995 & 1.0 & 500.0 & 5.0 &  & 260.002 & 1.0 & 1.0 \\
Jurassic-2 Jumbo (178B) & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 & 1.0 & 355.0 & 5.0 &  & 2534.4338028169013 & 6.583098591549295 & 1.0 & 1000.0 & 5.0 &  & 102.377 & 5.79 & 1.0 & 1000.0 & 4.931 & 0.012 & 1687.673 & 4.785 & 1.0 & 500.0 & 5.0 &  & 188.75 & 1.0 & 1.0 \\
Jurassic-2 Grande (17B) & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 & 1.0 & 355.0 & 3.2253521126760565 &  & 1700.7408450704224 & 5.03943661971831 & 1.0 & 1000.0 & 5.0 &  & 102.377 & 6.614 & 1.0 & 1000.0 & 4.697 & 0.038 & 1522.929 & 5.441 & 1.0 & 500.0 & 5.0 &  & 188.75 & 1.0 & 1.0 \\
Luminous Base (13B) & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 & 355.0 & 2.036619718309859 &  & 1694.6422535211268 & 5.52112676056338 & 1.0 & 1000.0 & 5.0 &  & 116.087 & 5.908 & 1.0 & 1000.0 & 4.717 & 0.038 & 1488.14 & 10.866 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 \\
Luminous Extended (30B) & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 & 355.0 & 2.036619718309859 &  & 1694.6422535211268 & 6.335211267605634 & 1.0 & 1000.0 & 5.0 &  & 116.087 & 6.869 & 1.0 & 1000.0 & 4.717 & 0.038 & 1488.14 & 11.063 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 \\
Luminous Supreme (70B) & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 & 355.0 & 2.036619718309859 &  & 1694.6422535211268 & 5.6845070422535215 & 1.0 & 1000.0 & 5.0 &  & 116.087 & 4.666 & 1.0 & 1000.0 & 4.717 & 0.038 & 1488.14 & 6.864 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 \\
Anthropic Claude v1.3 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3709.7408450704224 & 9.338028169014084 & 1.0 & 1000.0 & 5.0 &  & 189.259 & 3.722 & 1.0 & 1000.0 & 4.964 & 0.007 & 1734.363 & 4.973 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 \\
Anthropic Claude Instant 1.2 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3709.7408450704224 & 17.149295774647886 & 1.0 & 1000.0 & 5.0 &  & 189.259 & 5.113 & 1.0 & 1000.0 & 4.964 & 0.007 & 1734.363 & 8.217 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 \\
Anthropic Claude 2.0 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3709.7408450704224 & 10.56056338028169 & 1.0 & 1000.0 & 5.0 &  & 189.259 & 7.206 & 1.0 & 1000.0 & 4.964 & 0.007 & 1734.363 & 7.605 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 \\
Anthropic Claude 2.1 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3709.7408450704224 & 12.430985915492958 & 1.0 & 1000.0 & 5.0 &  & 189.259 & 11.053 & 1.0 & 1000.0 & 4.964 & 0.007 & 1734.363 & 19.738 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 \\
Cohere Command & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 & 1.0 & 355.0 & 1.9408450704225353 &  & 1660.4845070422534 & 7.44225352112676 & 1.0 & 1000.0 & 5.0 &  & 115.191 & 5.679 & 1.0 & 1000.0 & 4.617 & 0.039 & 1557.639 & 8.461 & 1.0 & 500.0 & 5.0 &  & 246.682 & 1.0 & 1.0 \\
Cohere Command Light & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 & 1.0 & 355.0 & 1.9408450704225353 &  & 1660.4845070422534 & 10.814084507042253 & 1.0 & 1000.0 & 5.0 &  & 115.191 & 17.348 & 1.0 & 1000.0 & 4.617 & 0.039 & 1557.639 & 10.869 & 1.0 & 500.0 & 5.0 &  & 246.682 & 1.0 & 1.0 \\
Gemini & 42.6 & 5.0 &  & 523.6846270009061 & 1.0 & 1.0 &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  &  & 50.0 & 5.0 &  & 284.86 & 1.0 & 1.0 \\
PaLM-2 (Bison) & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 & 1.0 & 355.0 & 5.0 &  & 4414.2338028169015 & 7.997183098591549 & 1.0 & 1000.0 & 5.0 &  & 190.187 & 4.48 & 1.0 & 1000.0 & 4.906 & 0.015 & 2124.565 & 7.358 & 1.0 & 500.0 & 5.0 &  & 253.308 & 1.0 & 1.0 \\
PaLM-2 (Unicorn) & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 & 1.0 & 355.0 & 5.0 &  & 4414.2338028169015 & 16.543661971830986 & 1.0 & 1000.0 & 5.0 &  & 190.187 & 9.803 & 1.0 & 1000.0 & 4.906 & 0.015 & 2124.565 & 13.327 & 1.0 & 500.0 & 5.0 &  & 253.308 & 1.0 & 1.0 \\
GPT-3.5 (text-davinci-003) & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 & 355.0 & 4.954929577464789 &  & 3479.56338028169 & 9.732394366197184 & 1.0 & 1000.0 & 5.0 &  & 116.254 & 7.074 & 1.0 & 1000.0 & 4.885 & 0.02 & 1617.729 & 6.8 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 \\
GPT-3.5 (text-davinci-002) & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 & 355.0 & 4.954929577464789 &  & 3479.56338028169 & 8.447887323943663 & 1.0 & 1000.0 & 5.0 &  & 116.254 & 4.116 & 1.0 & 1000.0 & 4.885 & 0.02 & 1617.729 & 6.632 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 \\
GPT-3.5 Turbo (0613) & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 & 355.0 & 4.946478873239436 &  & 3493.6619718309857 & 9.909859154929578 & 1.0 & 1000.0 & 5.0 &  & 173.127 & 5.576 & 1.0 & 1000.0 & 4.884 & 0.019 & 1649.552 & 9.389 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 \\
GPT-4 Turbo (1106 preview) & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3522.6704225352114 & 9.88450704225352 & 1.0 & 1000.0 & 5.0 &  & 173.127 & 14.157 & 1.0 & 1000.0 & 5.0 &  & 1762.593 & 8.753 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 \\
GPT-4 (0613) & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3522.6704225352114 & 8.51549295774648 & 1.0 & 1000.0 & 5.0 &  & 173.127 & 3.832 & 1.0 & 1000.0 & 4.964 & 0.007 & 1717.847 & 8.055 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 \\
Palmyra X V2 (33B) & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3504.5774647887324 & 8.208450704225353 & 1.0 & 1000.0 & 5.0 &  & 116.254 & 7.067 & 1.0 & 1000.0 & 4.926 & 0.013 & 1662.782 & 7.809 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 \\
Palmyra X V3 (72B) & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 & 355.0 & 5.0 &  & 3504.5774647887324 & 11.149295774647888 & 1.0 & 1000.0 & 5.0 &  & 116.254 & 19.113 & 1.0 & 1000.0 & 4.885 & 0.02 & 1617.709 & 12.864 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for general_information (question_answering)}
\label{fig:general_information (question_answering)}
\end{table*}