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Mathematical Reasoning on HMMT (Pass@1 Accuracy)

32.35Pass@1 AccuracyBase model
5.642812.576419.5126.4436Jun 11, 2026

Evaluation results

MethodLinks
Base modelModel=1.5B2026.0632.35
Base modelModel=7B2026.0616.67
Full Fine-TuningModel=7B2026.0616.67
LoRA-αModel=7B2026.0616.67
LoRAModel=1.5B2026.0613.33
LoRA (10× LR)Model=1.5B2026.0613.33
LoRA-αModel=1.5B2026.0613.33
LoRAModel=7B2026.0613.33
LoRA (10× LR)Model=7B2026.0613.33
Full Fine-TuningModel=1.5B2026.066.67