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17 SEP 2026 · Paper

What Does Privileged Information Add to On-Policy Self-Distillation?

This paper investigates whether giving a language model extra information, such as a worked solution, improves its learning through on-policy self-distillation. A practitioner might care about how to optimize this technique for better performance.

self-distillation on-policy learning language models reasoning capabilities transfer learning