| # Official evaluation setting | |
| - Role: validation benchmark | |
| - Source: https://github.com/TIGER-AI-Lab/MMLU-Pro | |
| - Official API evaluator: | |
| https://github.com/TIGER-AI-Lab/MMLU-Pro/blob/main/evaluate_from_api.py | |
| - Official system prompt: none; the shared fallback system prompt is used. | |
| - Applied user input: the official category-specific instruction, all official | |
| validation demonstrations for that category, and the complete target | |
| question and options. | |
| - `official_few_shot_validation.parquet` is retained because those rows supply | |
| the demonstrations; they are not pending evaluation examples. | |
| - All 12,032 test rows are pending; earlier trajectories were discarded. | |