\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrr}
\toprule
Model/adapter & EM & Observed inference time (s) & # eval & # train & truncated & # prompt tokens & # output tokens \\
\midrule
Gemma (7B) & 0.73 & 0.2700689482688904 & 100.0 & 5.0 &  & 384.91 & 1.0 \\
Gemma Instruct (7B) & 0.17 & 0.29032307147979736 & 100.0 & 5.0 &  & 384.91 & 1.0 \\
Llama 2 (13B) & 0.6904761904761905 & 0.34371163731529597 & 42.0 & 5.0 &  & 425.92857142857144 & 1.0 \\
Llama 2 (70B) & 0.6190476190476191 & 0.3878843897864932 & 42.0 & 5.0 &  & 425.92857142857144 & 1.0 \\
Llama 2 (7B) & 0.5669047619047619 & 0.31003768994694664 & 71.0 & 5.0 &  & 433.0492857142857 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 0.8028571428571428 & 0.3048195403530484 & 71.0 & 5.0 &  & 430.01761904761906 & 1.0 \\
Phi-2 & 0.6864285714285714 & 0.28743566183816815 & 71.0 & 5.0 &  & 392.65238095238095 & 1.0 \\
Qwen1.5 (7B) & 0.75 & 0.2926693534851074 & 100.0 & 5.0 &  & 391.64 & 1.0 \\
Yi (6B) & 0.74 & 0.32253321409225466 & 100.0 & 5.0 &  & 417.74 & 1.0 \\
Anthropic Claude Instant 1.2 & 0.76 & 0.89654052734375 & 100.0 & 5.0 &  & 409.62 & 1.0 \\
Anthropic Claude 2.1 & 0.6887301587301587 & 1.897879152146597 & 61.333333333333336 & 5.0 &  & 444.38126984126984 & 1.0 \\
Claude 3 Sonnet (20240229) & 0.8 & 1.7186831426620484 & 100.0 & 5.0 &  & 401.62 & 1.0 \\
Claude 3 Opus (20240229) & 0.87 & 4.12412523984909 & 100.0 & 5.0 &  & 401.62 & 1.0 \\
Gemini Pro & 0.83 & 0.39635706424713135 & 100.0 & 5.0 &  & 384.91 &  \\
PaLM-2 (Bison) & 0.75 & 0.7861250281333924 & 100.0 & 5.0 &  & 396.24 &  \\
PaLM-2 (Unicorn) & 0.77 & 0.8448482728004456 & 100.0 & 5.0 &  & 384.24 &  \\
GPT-3.5 Turbo (0613) & 0.79 & 0.3922041606903076 & 100.0 & 5.0 &  & 383.54 & 1.0 \\
GPT-4 Turbo (1106 preview) & 0.84 & 0.4907408857345581 & 100.0 & 5.0 &  & 383.54 & 1.0 \\
GPT-4 (0613) & 0.7619047619047619 & 0.40596771240234375 & 42.0 & 5.0 &  & 369.7142857142857 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for mmlu_subject:computer_security (mmlu)}
\label{fig:mmlu_subject:computer_security (mmlu)}
\end{table*}