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papersTODAY 04:00 UTC

arXiv Paper Examines How Much Training Data Matters in On-policy Distillation

A new arXiv preprint investigates how much of the benefit from on-policy distillation actually comes from the training data used. Testing the two teacher-student pairings most often seen in practice, the authors report findings that challenge assumptions about data's role in the method. The work is positioned as a closer look at a technique that has become standard in frontier post-training pipelines.

arXiv On-Policy Distillation knowledge distillation post-training teacher-student-learning training-data

COVERAGE · 2 REPORTS · LINKS GO TO THE ORIGINAL OUTLETS

arXiv cs.AIData-free On-policy Distillation ↗TODAY 04:00 UTC

arXiv cs.LGData-free On-policy Distillation ↗TODAY 04:00 UTC