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Not All Tokens Are Worth Caching: Learning Semantic-Aware Eviction for LLM Prefix Caches

arXiv cs.LG · 2026-05-20

A new semantic-adaptive eviction policy for LLM prefix caches that learns token reuse patterns across different token types, achieving 1.4x-2.7x TTFT improvement over existing policies.

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