Author

Jia-Jia Li

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Preprint Aug 2026

PuzzleKV: Page-Wise Low-Rank Decomposition for KV Cache Compression

P PuzzleKV is proposed, a training- and calibration-free method that treats each completed page as an independent compression unit that achieves more than 96% of Full KV performance across both evaluated models and all benchmark settings, with substantial gains over Global SVD on RULER and competitive performance on Lo...

Zi-Zhong J. Wang, Jie-Ying Wang, Zhao Zhang et al. · 0 citations