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Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation

Li, Shuaiyi et al.
arXiv (OAI Expanded) · Papers
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computation-and-language
Block attention, which processes the input as separate blocks that cannot attend to one another, offers significant potential to improve KV cache reuse in long-context scenarios such as Retrieval-Augmented Generation (RAG). However, its broader application is hindered by two key challenges: the diff
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