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On-Policy Self-Distillation without Any Supervision

cs.LG · 2026-08-06 · conditional · novelty 6.0

A model self-improves on math reasoning by majority-voting its own rollouts, using the winning answer as a pseudo-solution, and distilling itself on the disagreeing rollouts, without any labeled data.

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  • On-Policy Self-Distillation without Any Supervision cs.LG · 2026-08-06 · conditional · none · ref 5

    A model self-improves on math reasoning by majority-voting its own rollouts, using the winning answer as a pseudo-solution, and distilling itself on the disagreeing rollouts, without any labeled data.