\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrr}
\toprule
Model/adapter & Program Accuracy & # eval & # train & truncated & # prompt tokens & # output tokens \\
\midrule
Llama 3 (70B) & 0.538 & 1000.0 & 5.0 &  & 6599.65 & 1.0 \\
Llama 3 Instruct (70B) & 0.389 & 1000.0 & 5.0 &  & 6599.65 & 14.783 \\
Llama 3 (8B) & 0.386 & 1000.0 & 5.0 &  & 6599.65 & 1.0 \\
Llama 3 Instruct (8B) &  & 1000.0 & 5.0 &  & 6599.65 & 8.108 \\
Mistral Instruct v0.3 (7B) & 0.325 & 1000.0 & 5.0 &  & 7994.551 & 23.275 \\
Mixtral (8x22B) & 0.486 & 1000.0 & 5.0 &  & 7994.551 & 1.0 \\
Mixtral Instruct (8x22B) & 0.39 & 1000.0 & 5.0 &  & 7994.551 & 24.711 \\
Mixtral Instruct (8x7B) & 0.016 & 1000.0 & 1.01 &  & 3140.041 & 36.979 \\
Qwen1.5 (14B) & 0.389 & 1000.0 & 5.0 &  & 7349.839 & 1.0 \\
Qwen1.5 Chat (14B) & 0.266 & 1000.0 & 5.0 &  & 7349.839 & 22.455 \\
Qwen1.5 (32B) & 0.463 & 1000.0 & 5.0 &  & 7349.839 & 1.0 \\
Qwen1.5 Chat (32B) & 0.48 & 1000.0 & 5.0 &  & 7349.839 & 18.198 \\
Qwen1.5 Chat (72B) & 0.309 & 1000.0 & 5.0 &  & 7349.839 & 18.743 \\
Qwen1.5 (7B) & 0.329 & 1000.0 & 5.0 &  & 7349.839 & 1.0 \\
Qwen1.5 Chat (7B) & 0.144 & 1000.0 & 5.0 &  & 7349.839 & 21.66 \\
Claude 3 Haiku (20240307) &  & 1000.0 & 5.0 &  & 6359.238 & 80.128 \\
Claude 3 Sonnet (20240229) & 0.427 & 1000.0 & 5.0 &  & 6359.238 & 16.108 \\
Claude 3 Opus (20240229) & 0.058 & 1000.0 & 5.0 &  & 6359.238 & 76.049 \\
Cohere Command R & 0.402 & 1000.0 & 5.0 &  & 7521.914 &  \\
Cohere Command R Plus & 0.397 & 1000.0 & 5.0 &  & 7521.914 &  \\
Gemini 1.0 Pro (001) & 0.531 & 1000.0 & 5.0 &  & 7463.55 &  \\
Gemini 1.0 Pro (002) & 0.275 & 1000.0 & 5.0 &  & 7463.55 &  \\
Gemini 1.5 Pro (001) & 0.565 & 1000.0 & 5.0 &  & 7463.55 &  \\
Gemini 1.5 Flash (001) & 0.534 & 1000.0 & 5.0 &  & 7463.55 &  \\
GPT-3.5 Turbo (0125) & 0.431 & 1000.0 & 5.0 &  & 6600.746 & 12.02 \\
GPT-4 (0613) & 0.566 & 1000.0 & 5.0 &  & 6600.746 & 12.405 \\
GPT-4 Turbo (2024-04-09) & 0.585 & 1000.0 & 5.0 &  & 6600.746 & 12.925 \\
GPT-4o (2024-05-13) & 0.512 & 1000.0 & 5.0 &  & 6582.318 & 12.173 \\
\bottomrule
\end{tabular}}
\caption{Results for fin_qa_ (fin_qa)}
\label{fig:fin_qa_ (fin_qa)}
\end{table*}