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Experiment: Entropy + OLS + SVD for KV cache compression

Via r/LocalLlama
Sunday, Apr 19, 2026 · 11:19AM
Summary

I’ve been exploring KV cache optimization beyond Top-K pruning. Observation: pruning fails *selectively* - a few tokens cause large error spikes. So I tried: - entropy (selection) - OLS (reconstruction) - SVD (compression) Early results: - ~3× lower error at low memory - avoids error spikes - someti

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