Author

Lukas Hauzenberger

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Jul 2026

KVpop - Key-Value Cache Compression with Predictive Online Pruning

KVpop is introduced, which learns a fixed-budget KV eviction policy by directly supervising the keep-or-drop decision, and introduces a delayed memory-based scorer that, uniquely among learned eviction methods, defers scoring for a fixed number of steps to exploit near-future context.

Lukas Hauzenberger, N. Schmidinger, A. Hartl et al. · arXiv.org · 1 citation