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Hybrid Policy Distillation for LLMs

arXiv cs.CL · 2026-04-23 Cached

Introduces Hybrid Policy Distillation (HPD), a unified knowledge distillation approach that balances forward and reverse KL divergences and combines off-policy data with lightweight on-policy sampling, improving LLM compression across math, dialogue, and code tasks.

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