\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) & 0.26666666666666666 & 0.3941674974229601 & 45.0 & 5.0 &  & 613.6 & 1.0 \\
Llama 2 (70B) & 0.4888888888888889 & 0.3711764759487576 & 45.0 & 5.0 &  & 613.6 & 1.0 \\
Llama 2 (7B) & 0.17777777777777778 & 0.3782395733727349 & 45.0 & 5.0 &  & 613.6 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 0.6 & 0.3657055324978299 & 45.0 & 5.0 &  & 617.3555555555556 & 1.0 \\
Phi-2 & 0.5555555555555556 & 0.311512189441257 & 45.0 & 5.0 &  & 510.6666666666667 & 1.0 \\
Anthropic Claude 2.1 & 0.4444444444444444 & 1.5678139633602566 & 45.0 & 5.0 &  & 580.5333333333333 & 1.0 \\
PaLM-2 (Unicorn) & 0.6613756613756614 & 1.0261994568759172 & 378.0 & 5.0 &  & 599.8280423280423 &  \\
GPT-4 (0613) & 0.8444444444444444 & 0.4423334545559353 & 45.0 & 5.0 &  & 529.4222222222222 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for mmlu_subject:elementary_mathematics (mmlu)}
\label{fig:mmlu_subject:elementary_mathematics (mmlu)}
\end{table*}