Author

Volker Schulz

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#machine learning Preprint Jul 2026

A JoLT for the KV cache: Near-Lossless KV Cache Compression via Joint Rank-bit Allocation

JoLT demonstrates that tensor-aware low-rank decomposition and quantized residuals, unified under a single storage budget, achieve near-lossless KV-cache compression across diverse model architectures without retraining.

Rahul G. Krishnan, Volker Schulz · 0 citations