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News/Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
arxiv
PublishedMay 22, 2026 at 4:00 AM

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

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arXiv:2605.11739v3 Announce Type: replace Abstract: On-policy distillation (OPD) has emerged as an efficient post-training paradigm for large language models. However, existing studies largely attribute this advantage to denser and more stable supervision, while the parameter-level mechanisms underl

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