\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrr}
\toprule
Model/adapter & EM & Observed inference time (s) & # eval & # train & truncated & # prompt tokens & # output tokens \\
\midrule
Falcon (40B) & 0.5069122807017543 & 1.4308063889804639 & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 \\
Falcon (7B) & 0.28814035087719303 & 0.47453500427279555 & 102.8 & 5.0 &  & 500.12014035087725 & 1.0 \\
Llama 2 (13B) & 0.5054035087719299 & 0.37437369656144526 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 \\
Llama 2 (70B) & 0.5804561403508772 & 0.5013968416013215 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 \\
Llama 2 (7B) & 0.42491228070175435 & 0.33028721380233766 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 \\
LLaMA (65B) & 0.5837192982456141 & 3.925460591943641 & 102.8 & 5.0 &  & 522.5470877192982 & 1.0 \\
Mistral v0.1 (7B) & 0.5835087719298246 & 0.2914179778851961 & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 0.6490526315789473 & 0.3604579553102192 & 102.8 & 5.0 &  & 523.0910877192983 & 1.0 \\
Phi-2 & 0.5184210526315789 & 0.28525047320650343 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 \\
Yi (34B) & 0.6495438596491228 & 0.6972272023485417 & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 \\
Yi (6B) & 0.5301754385964912 & 0.3391338364283244 & 102.8 & 5.0 &  & 502.65389473684206 & 1.0 \\
Jurassic-2 Jumbo (178B) & 0.48266666666666663 & 0.8103257050430566 & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 \\
Jurassic-2 Grande (17B) & 0.4709122807017544 & 0.6205235414421348 & 102.8 & 5.0 &  & 396.7398596491228 & 1.0 \\
Luminous Base (13B) & 0.2433684210526316 & 0.6324507230122884 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 \\
Luminous Extended (30B) & 0.24838596491228068 & 0.7183412402554562 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 \\
Luminous Supreme (70B) & 0.31642105263157894 & 0.9073754794472141 & 102.8 & 5.0 &  & 471.0754736842106 & 1.0 \\
Anthropic Claude v1.3 & 0.6310526315789474 & 1.4820951028288456 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 \\
Anthropic Claude Instant 1.2 & 0.6308070175438597 & 0.613885824571576 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 \\
Anthropic Claude 2.0 & 0.639298245614035 & 1.7282055348597072 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 \\
Anthropic Claude 2.1 & 0.6432982456140351 & 2.370939975420634 & 102.8 & 5.0 &  & 543.747298245614 & 1.0 \\
Cohere Command & 0.525157894736842 & 1.0797608851633573 & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 \\
Cohere Command Light & 0.3856491228070175 & 0.7494988910942747 & 102.8 & 5.0 &  & 481.26021052631575 & 1.0 \\
PaLM-2 (Bison) & 0.6075087719298246 & 1.1122005350882547 & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 \\
PaLM-2 (Unicorn) & 0.7018245614035088 & 1.2620431824148748 & 102.8 & 5.0 &  & 487.29354385964905 & 1.0 \\
Mistral Medium (2312) & 0.6177894736842106 & 2.774717758923246 & 102.8 & 5.0 &  & 523.0910877192983 & 0.9702456140350877 \\
GPT-3.5 (text-davinci-003) & 0.5547368421052632 & 0.2000334782098469 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 \\
GPT-3.5 (text-davinci-002) & 0.5682456140350877 & 0.17730724048614502 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 \\
GPT-3.5 Turbo (0613) & 0.614 & 0.1750619323630082 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 \\
GPT-4 Turbo (1106 preview) & 0.6990877192982456 & 0.4471675806380155 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 \\
GPT-4 (0613) & 0.734842105263158 & 0.39080846048656265 & 102.8 & 5.0 &  & 460.71996491228066 & 1.0 \\
Palmyra X V2 (33B) & 0.6212631578947369 & 0.5321985618859008 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 \\
Palmyra X V3 (72B) & 0.7018245614035088 & 0.656667516515966 & 102.8 & 5.0 &  & 472.2740350877192 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for mmlu (mmlu)}
\label{fig:mmlu (mmlu)}
\end{table*}