BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language

BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language

BioMatrix is a novel multimodal foundation model that integrates molecular sequences, structures, and natural language into a unified decoder-only architecture for diverse biologic…

Hugging Face · Daily Papers ·Qizhi Pei, Zhimeng Zhou · ·▲ 17 upvotes

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

Autores: Qizhi Pei, Zhimeng Zhou, Yi Duan, Yiyang Zhao, Wei Li, Han Guo

  • 17 upvotes da comunidade
  • Temas: multimodal foundation model, decoder-only architecture, next-token prediction, tokenization scheme, continual pretraining, downstream applications

Resumo

Resumo original (em inglês), extraído do paper:

BioMatrix is a novel multimodal foundation model that integrates molecular sequences, structures, and natural language into a unified decoder-only architecture for diverse biological tasks.

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