"kv cache quantization" Papers

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PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration

Songhao Wu, Ang Lv, xiao feng et al.

NEURIPS 2025

SpinQuant: LLM Quantization with Learned Rotations

Zechun Liu, Changsheng Zhao, Igor Fedorov et al.

ICLR 2025arXiv:2405.16406
268
citations

Evaluating Quantized Large Language Models

Shiyao Li, Xuefei Ning, Luning Wang et al.

ICML 2024arXiv:2402.18158
83
citations

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Zirui Liu, Jiayi Yuan, Hongye Jin et al.

ICML 2024arXiv:2402.02750
368
citations