\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) & 0.47368421052631576 & 0.27136534766147014 & 114.0 & 5.0 &  & 638.5526315789474 & 1.0 \\
Gemma Instruct (7B) & 0.2543859649122807 & 0.26876863889526903 & 114.0 & 5.0 &  & 638.5526315789474 & 1.0 \\
Llama 2 (13B) & 0.27906976744186046 & 0.4456905764202739 & 43.0 & 5.0 &  & 687.046511627907 & 1.0 \\
Llama 2 (70B) & 0.4186046511627907 & 0.3779621068821397 & 43.0 & 5.0 &  & 687.046511627907 & 1.0 \\
Llama 2 (7B) & 0.3018155854753162 & 0.35317307620669136 & 78.5 & 5.0 &  & 691.8609751121991 & 1.0 \\
Mixtral (8x7B 32K seqlen) & 0.6228070175438597 & 0.33104314302143295 & 114.0 & 5.0 &  & 699.1754385964912 & 1.0 \\
Phi-2 & 0.2917176662586699 & 0.31234350028401825 & 78.5 & 5.0 &  & 631.407180742554 & 1.0 \\
Qwen1.5 (7B) & 0.45614035087719296 & 0.2751412308006956 & 114.0 & 5.0 &  & 632.938596491228 & 1.0 \\
Yi (6B) & 0.35964912280701755 & 0.32449395196479663 & 114.0 & 5.0 &  & 679.7894736842105 & 1.0 \\
Anthropic Claude Instant 1.2 & 0.3684210526315789 & 1.116357355787043 & 114.0 & 5.0 &  & 630.5964912280701 & 1.0 \\
Anthropic Claude 2.1 & 0.6179110567115462 & 2.125887177443806 & 78.5 & 5.0 &  & 658.8331293349653 & 1.0 \\
Claude 3 Sonnet (20240229) & 0.6666666666666666 & 1.8370495072582311 & 114.0 & 5.0 &  & 622.5964912280701 & 1.0 \\
Claude 3 Opus (20240229) & 0.7719298245614035 & 4.46739117095345 & 114.0 & 5.0 &  & 622.5964912280701 & 1.0 \\
Gemini Pro & 0.5789473684210527 & 0.7309655264804238 & 114.0 & 5.0 &  & 638.5526315789474 &  \\
PaLM-2 (Bison) & 0.5087719298245614 & 1.019343238127859 & 114.0 & 5.0 &  & 656.3947368421053 &  \\
PaLM-2 (Unicorn) & 0.6491228070175439 & 0.8522159112127203 & 114.0 & 5.0 &  & 644.3947368421053 &  \\
GPT-3.5 Turbo (0613) & 0.5 & 0.4066693531839471 & 114.0 & 5.0 &  & 619.4298245614035 & 1.0 \\
GPT-4 Turbo (1106 preview) & 0.7105263157894737 & 0.5296852944190042 & 114.0 & 5.0 &  & 619.4298245614035 & 1.0 \\
GPT-4 (0613) & 0.6511627906976745 & 0.4035620412161184 & 43.0 & 5.0 &  & 609.2325581395348 & 1.0 \\
\bottomrule
\end{tabular}}
\caption{Results for mmlu_econometrics_subject:econometrics (mmlu_econometrics)}
\label{fig:mmlu_econometrics_subject:econometrics (mmlu_econometrics)}
\end{table*}