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arXiv — cs.AI
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RBS-Attention: Radius-Bounded Sparse Prefill for Long-Context Large Language Models
Long-context large language model inference is increasingly limited by prefill, where dense self-attention processes the entire prompt before generation begins. Sparse block selection can reduce this cost, but a block centroid may hide a highly relevant token among many…
AI Summary & Key Takeaways
- Long-context large language model inference is increasingly limited by prefill, where dense self-attention processes the entire prompt before generation begins
- Sparse block selection can reduce this cost, but a block centroid may hide a highly relevant token among many…
RBS-Attention: Radius-Bounded Sparse Prefill for Long-Context Large Language Models
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