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UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
UniPrefill accelerates long-context prefill via block-wise dynamic sparsification, achieving up to 2.1x TTFT speedup and seamless vLLM integration.
Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026 · ▲ 20 on Hugging Face · Code ★ 46
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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5