KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference
with Coupled Quantization

KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization

7 May 2024

Anshumali Shrivastava

Papers citing "KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization"

6 / 6 papers shown

Title
RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference Y. Chen J. Zhang Baotong Lu Qianxi Zhang Chengruidong Zhang ... Chen Chen Mingxing Zhang Yuqing Yang Fan Yang Mao Yang 32 0 0 05 May 2025
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate A. Zandieh Majid Daliri Majid Hadian Vahab Mirrokni MQ 74 0 0 28 Apr 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 57 2 0 18 Mar 2025
Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices Yuxiang Huang Binhang Yuan Xu Han Chaojun Xiao Zhiyuan Liu RALM 67 1 0 02 Oct 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression Zhichao Xu Ashim Gupta Tao Li Oliver Bentham Vivek Srikumar 35 8 0 06 Jul 2024
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches Jiayi Yuan Hongyi Liu Shaochen Zhong Yu-Neng Chuang ... Hongye Jin V. Chaudhary Zhaozhuo Xu Zirui Liu Xia Hu 28 17 0 01 Jul 2024