DOPD: Dual On-policy Distillation
DOPD addresses privilege illusion in on-policy distillation by dynamically routing token-level supervision between teacher and student policies based on advantage gaps and probabil…
Hugging Face · Daily Papers
·Xinlei Yu, Gen Li
·
·▲ 75 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Xinlei Yu, Gen Li, Qingyi Si, Guibin Zhang, Yuqi Xu, Congcong Wang
- 75 upvotes da comunidade
- Temas: on-policy distillation, token-level signals, privileged information, privilege illusion, advantage-aware dual distillation, dynamic routing
Resumo
Resumo original (em inglês), extraído do paper:
DOPD addresses privilege illusion in on-policy distillation by dynamically routing token-level supervision between teacher and student policies based on advantage gaps and probabilities, improving capability transfer in large and vision-language models.Onde ler
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