\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrrrrrrrrrrrrr}
\toprule
Model/adapter & 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 & OpenbookQA - # eval & OpenbookQA - # train & OpenbookQA - truncated & OpenbookQA - # prompt tokens & OpenbookQA - # output tokens & OpenbookQA - # trials & MMLU - # eval & MMLU - # train & MMLU - truncated & MMLU - # prompt tokens & MMLU - # output tokens & MMLU - # trials \\
\midrule
Falcon (40B) & 1000.0 & 5.0 &  & 124.246 & 1.0 & 1.0 & 500.0 & 5.0 &  & 251.174 & 1.0 & 1.0 & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 & 1.0 \\
Falcon (7B) & 1000.0 & 5.0 &  & 124.246 & 1.0 & 1.0 & 500.0 & 5.0 &  & 251.174 & 1.0 & 1.0 & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 & 1.0 \\
Llama 2 (13B) & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 \\
Llama 2 (70B) & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 \\
Llama 2 (7B) & 1000.0 & 5.0 &  & 137.383 & 0.996 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 \\
LLaMA (65B) & 1000.0 & 5.0 &  & 137.383 & 1.0 & 1.0 & 500.0 & 5.0 &  & 282.574 & 1.0 & 1.0 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 & 1.0 \\
Mistral v0.1 (7B) & 1000.0 & 5.0 &  & 142.069 & 1.0 & 1.0 & 500.0 & 5.0 &  & 280.15 & 1.0 & 1.0 & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 1000.0 & 5.0 &  & 142.069 & 0.999 & 1.0 & 500.0 & 5.0 &  & 280.15 & 1.0 & 1.0 & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 & 1.0 \\
Yi (34B) & 1000.0 & 5.0 &  & 131.695 & 1.0 & 1.0 & 500.0 & 5.0 &  & 260.002 & 1.0 & 1.0 & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 & 1.0 \\
Yi (6B) & 1000.0 & 5.0 &  & 131.695 & 1.0 & 1.0 & 500.0 & 5.0 &  & 260.002 & 1.0 & 1.0 & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 & 1.0 \\
Jurassic-2 Jumbo (178B) & 1000.0 & 5.0 &  & 102.377 & 5.79 & 1.0 & 500.0 & 5.0 &  & 188.75 & 1.0 & 1.0 & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 & 1.0 \\
Jurassic-2 Grande (17B) & 1000.0 & 5.0 &  & 102.377 & 6.614 & 1.0 & 500.0 & 5.0 &  & 188.75 & 1.0 & 1.0 & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 & 1.0 \\
Luminous Base (13B) & 1000.0 & 5.0 &  & 116.087 & 5.908 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 \\
Luminous Extended (30B) & 1000.0 & 5.0 &  & 116.087 & 6.869 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 \\
Luminous Supreme (70B) & 1000.0 & 5.0 &  & 116.087 & 4.666 & 1.0 & 500.0 & 5.0 &  & 254.652 & 1.0 & 1.0 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 & 1.0 \\
Anthropic Claude v1.3 & 1000.0 & 5.0 &  & 189.259 & 3.722 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 \\
Anthropic Claude Instant 1.2 & 1000.0 & 5.0 &  & 189.259 & 5.113 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 \\
Anthropic Claude 2.0 & 1000.0 & 5.0 &  & 189.259 & 7.206 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 \\
Anthropic Claude 2.1 & 1000.0 & 5.0 &  & 189.259 & 11.053 & 1.0 & 500.0 & 5.0 &  & 328.79 & 1.0 & 1.0 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 & 1.0 \\
Cohere Command & 1000.0 & 5.0 &  & 115.191 & 5.679 & 1.0 & 500.0 & 5.0 &  & 246.682 & 1.0 & 1.0 & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 & 1.0 \\
Cohere Command Light & 1000.0 & 5.0 &  & 115.191 & 17.348 & 1.0 & 500.0 & 5.0 &  & 246.682 & 1.0 & 1.0 & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 & 1.0 \\
Gemini &  &  &  &  &  &  & 50.0 & 5.0 &  & 284.86 & 1.0 & 1.0 & 42.6 & 5.0 &  & 523.6846270009061 & 1.0 & 1.0 \\
PaLM-2 (Bison) & 1000.0 & 5.0 &  & 190.187 & 4.48 & 1.0 & 500.0 & 5.0 &  & 253.308 & 1.0 & 1.0 & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 & 1.0 \\
PaLM-2 (Unicorn) & 1000.0 & 5.0 &  & 190.187 & 9.803 & 1.0 & 500.0 & 5.0 &  & 253.308 & 1.0 & 1.0 & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 & 1.0 \\
GPT-3.5 (text-davinci-003) & 1000.0 & 5.0 &  & 116.254 & 7.074 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 \\
GPT-3.5 (text-davinci-002) & 1000.0 & 5.0 &  & 116.254 & 4.116 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 \\
GPT-3.5 Turbo (0613) & 1000.0 & 5.0 &  & 173.127 & 5.576 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 \\
GPT-4 Turbo (1106 preview) & 1000.0 & 5.0 &  & 173.127 & 14.157 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 \\
GPT-4 (0613) & 1000.0 & 5.0 &  & 173.127 & 3.832 & 1.0 & 500.0 & 5.0 &  & 242.782 & 1.0 & 1.0 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 & 1.0 \\
Palmyra X V2 (33B) & 1000.0 & 5.0 &  & 116.254 & 7.067 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 \\
Palmyra X V3 (72B) & 1000.0 & 5.0 &  & 116.254 & 19.113 & 1.0 & 500.0 & 5.0 &  & 254.21 & 1.0 & 1.0 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for general_information (knowledge)}
\label{fig:general_information (knowledge)}
\end{table*}