MultiHashFormer: Hash-based Generative Language Models

MultiHashFormer: Hash-based Generative Language Models

MultiHashFormer enables hash-based autoregression in language models by representing tokens as hash signatures processed through a Hash Encoder and Hash Decoder within a Transforme…

Hugging Face · Daily Papers ·Huiyin Xue, Atsuki Yamaguchi · ·▲ 14 upvotes

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

Autores: Huiyin Xue, Atsuki Yamaguchi, Nikolaos Aletras

  • 14 upvotes da comunidade
  • Temas: language models, embedding matrices, vocabulary size, parameter efficiency, causal LMs, MultiHashFormer

Resumo

Resumo original (em inglês), extraído do paper:

MultiHashFormer enables hash-based autoregression in language models by representing tokens as hash signatures processed through a Hash Encoder and Hash Decoder within a Transformer framework.

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