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Reasoning on LMGH

12.9Accuracy (LMGH)SFT (Reverse)
1.8764.7387.610.462May 11, 2026

Evaluation results

MethodLinks
SFT (Reverse)Base Model=Qwen3-1.7B-Base, Training Strategy=SFT (Reverse)2026.0512.9
DGPOBase Model=SFT (3Mixed), Training Strategy=DGPO (Ours)2026.0512.1
SFT (LIMO)Base Model=Qwen3-1.7B-Base, Training Strategy=SFT (LIMO)2026.0511.4
SFT (3Mixed)Base Model=Qwen3-1.7B-Base, Training Strategy=SFT (3Mixed)2026.0511.3
SFT (1Mixed)Base Model=Qwen3-1.7B-Base, Training Strategy=SFT (1Mixed)2026.059.9
Vanilla DPOBase Model=SFT (3Mixed), Training Strategy=Vanilla DPO2026.054.5
DGPOBase Model=Qwen3-1.7B-Base, Training Strategy=DGPO (Ours)2026.053
Qwen3-1.7B-BaseBase Model=Qwen3-1.7B-Base, Training Strategy=None2026.052.3