Revisiting Complete Reasoning Traces for Post-Training

Benchmark Model Rank Results
mathematical-reasoning-on-math-500Qwen2.5-32B-Instruct + segment SFT (s1K-1.1, Prefix)#30Accuracy: 95
mathematical-reasoning-on-aime24Qwen2.5-32B-Instruct + segment SFT (s1K-1.1, Both endpoints)#51Acc: 68.89
common-sense-reasoning-on-winograndeQwen3-4B-Base + E-SFT (OpenThoughts3-100K)#75Accuracy: 70.64
sentence-completion-on-hellaswagQwen3-4B-Base + E-SFT (OpenThoughts3-100K)#166Accuracy: 54.86