Author

Jiacheng Ruan

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Jul 2026

Contrastive On-Policy Distillation

COPD is proposed, a contrastive OPD framework that substantially reduces reasoning length without compromising model performance and consistently improves efficiency across different tasks and model scales.

Jiacheng Ruan, Jun Tang, Wenzhen Yuan et al. · arXiv.org · 2 citations