% ============================================================ % Placement: Appendix (Experimental Setup reproducibility) % ============================================================ \begin{table}[t] \centering \small \begin{adjustbox}{max width=\columnwidth} \begin{tabular}{llccc} \toprule \textbf{Model} & \textbf{Access} & \textbf{Temp.} & \textbf{Top-$p$} & \textbf{Max Tokens} \\ \midrule GPT-5.2 & API & 0.0 & 1.0 & 4,096 \\ GPT-5.4-mini & API & 0.0 & 1.0 & 4,096 \\ \midrule DeepSeek-v3.2 & API & 0.0 & 1.0 & 4,096 \\ Qwen2.5-Coder-32B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ Qwen2.5-Coder-7B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ Qwen2.5-Coder-3B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ Qwen2.5-Coder-0.5B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ Llama-3.2-3B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ Llama-3.2-1B-Instruct & local (vLLM) & 0.0 & 1.0 & 4,096 \\ \bottomrule \end{tabular} \end{adjustbox} \caption{Decoding configurations for all evaluated models. All models use greedy decoding. Local models are served via vLLM.} \label{app:model_decoding_config} \end{table}