Dynamic Multi-Byte Prediction With Hierarchical Language Models
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Dynamic Multi-Byte Prediction With Hierarchical Language Models

Multi-byte prediction accelerates byte-level hierarchical language models by generating parallel bytes via variable-length windows and causal attention masking, improving inference…

Hugging Face · Daily Papers ·Abraham Toluwase Owodunni, Chibuzor Okocha · ·▲ 13 upvotes

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

Autores: Abraham Toluwase Owodunni, Chibuzor Okocha, Christan Grant, Tomasz Limisiewicz, Sachin Kumar

  • 13 upvotes da comunidade
  • Temas: byte-level hierarchical language models, multi-byte prediction, multi-token prediction, variable-length prediction window, attention-masking, causal attention

Resumo

Resumo original (em inglês), extraído do paper:

Multi-byte prediction accelerates byte-level hierarchical language models by generating parallel bytes via variable-length windows and causal attention masking, improving inference speed with minimal quality loss.

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