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Qianshuo Ye

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Understanding On-Policy Distillation: A Mechanistic Interpretability Perspective via Sparse Crosscoders

Zichao Yu, Qianshuo Ye, Xu Wang وآخرون · 2026

On-policy distillation (OPD) is a widely adopted post-training technique for LLM reasoning. It is commonly believed to transfer knowledge from a stronger teacher, yet what OPD actually distills into the student's internal representations remains unclear. We study this question with sparse crosscoders, which learn one f …

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