\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrr}
\toprule
Model/adapter & EM & Observed inference time (s) & # eval & # train & truncated & # prompt tokens & # output tokens \\
\midrule
Llama 2 (13B) & 0.23255813953488372 & 0.3994890479154365 & 43.0 & 5.0 &  & 549.4651162790698 & 1.0 \\
Llama 2 (70B) & 0.3023255813953488 & 0.4035467436147291 & 43.0 & 5.0 &  & 549.4651162790698 & 1.0 \\
Llama 2 (7B) & 0.16279069767441862 & 0.35216659723326216 & 43.0 & 5.0 &  & 549.4651162790698 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 0.4418604651162791 & 0.3583839771359466 & 43.0 & 5.0 &  & 548.5813953488372 & 1.0 \\
Phi-2 & 0.3953488372093023 & 0.3291726223258085 & 43.0 & 5.0 &  & 486.72093023255815 & 1.0 \\
Anthropic Claude 2.1 & 0.3953488372093023 & 1.7108233196790827 & 43.0 & 5.0 &  & 552.2558139534884 & 1.0 \\
PaLM-2 (Unicorn) & 0.5490196078431373 & 0.8518095483966902 & 102.0 & 5.0 &  & 513.6470588235294 &  \\
GPT-4 (0613) & 0.627906976744186 & 0.41114333064057107 & 43.0 & 5.0 &  & 494.1162790697674 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for mmlu_subject:college_physics (mmlu)}
\label{fig:mmlu_subject:college_physics (mmlu)}
\end{table*}