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Error Certificates for KV-Cache Eviction via Randomized Design

Alanwar, Peng Xie Amr
arXiv (OAI Expanded) · Papers
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artificial-intelligencecomputation-and-languagemachine-learning
Deterministic KV-cache eviction keeps the top-$k$ tokens under an importance score and deletes the rest, and after the deletion the serving system cannot know what the eviction cost it on the current query. We replace the deterministic tail with Poisson sampling at known inclusion probabilities, whi
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