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Monte Carlo Estimation for KV Cache Eviction

Bilal, Ahsan et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-language
Most KV-cache eviction methods ask, in effect, which memory appeared important while reading the prompt? We instead ask, which memory will matter while answering? Since decoding queries are unavailable at eviction time, prior future-aware methods rely on pseudo-responses or synthetic future-query es
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