GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity
Three seemingly distinct training methods for language models are shown to be variations of a single approach based on standard deviation adjustment, with the disagreement among sa…
Hugging Face · Daily Papers
·Yong Yi Bay, Kathleen A. Yearick
·
·▲ 6 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Yong Yi Bay, Kathleen A. Yearick
- 6 upvotes da comunidade
- Temas: standard deviation, prompt's sampled answers, automatic checker, Group Relative Policy Optimization, GRPO, GRPO Done Right
Resumo
Resumo original (em inglês), extraído do paper:
Three seemingly distinct training methods for language models are shown to be variations of a single approach based on standard deviation adjustment, with the disagreement among sampled answers determining learning effectiveness and update magnitude.Onde ler
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