Unlimited OCR Works

Unlimited OCR Works

Unlimited OCR introduces Reference Sliding Window Attention to eliminate growing memory consumption during long-sequence OCR tasks, enabling efficient transcription of multiple pag…

Hugging Face · Daily Papers ·Youyang Yin, Huanhuan Liu · ·▲ 9 upvotes

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

Autores: Youyang Yin, Huanhuan Liu, YY, Qunyi Xie, Chaorun Liu, Shiqi Yang

  • 9 upvotes da comunidade
  • Temas: end-to-end OCR, large language model, decoder, KV cache, attention layers, Reference Sliding Window Attention

Resumo

Resumo original (em inglês), extraído do paper:

Unlimited OCR introduces Reference Sliding Window Attention to eliminate growing memory consumption during long-sequence OCR tasks, enabling efficient transcription of multiple pages in a single forward pass.

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