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CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

Hugging Face Daily Papers · 2026-05-16 Cached

CompactAttention introduces Block-Union KV Selection to accelerate chunked prefill for long-context LLMs, achieving up to 2.72x attention speedup on LLaMA-3.1-8B at 128K context while maintaining accuracy close to dense attention.

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