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Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction

arXiv:2609.30738v1 Announce Type: new Abstract: KV cache eviction methods such as SnapKV and PyramidKV rank tokens solely by mean attention over a small observation window. We study a unified score, $\mu_i+\lambda_1\sigma_i+\lambda_2\mathrm{corr}(i,S)$, adding attention dispersion across window que…

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  1. 2026-09-28 04:00 · arXiv cs.CL
    Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction

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