The State-Prediction Separation Hypothesis

The State-Prediction Separation Hypothesis

Separating state prediction from token prediction in Transformers improves language modeling performance and efficiency across different scales.

Hugging Face · Daily Papers ·Giovanni Monea, Nathan Godey · ·▲ 5 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Giovanni Monea, Nathan Godey, Kianté Brantley, Yoav Artzi

  • 5 upvotes da comunidade
  • Temas: Transformers, forward computation stream, next token prediction, state storage, state-prediction separation hypothesis, computation streams

Resumo

Resumo original (em inglês), extraído do paper:

Separating state prediction from token prediction in Transformers improves language modeling performance and efficiency across different scales.

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