الباحثون

Ruiyang Ren

المنشورات 1

نسخة أولية وصول مفتوح

From Dissonance to Orchestration: Teacher Intervention in On-Policy Distillation

Yuhao Wang, Ruiyang Ren, Yinan Zhang وآخرون · 2026

On-policy distillation (OPD) trains a student on its own reasoning trajectories using feedback from a stronger teacher. Teacher interventions can improve these trajectories, but also change the distribution on which the student learns. Our controlled studies show that rollout quality alone is an incomplete criterion fo …

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