ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking

17 June 2024

Papers citing "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking"

5 / 5 papers shown

Title
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment Ge Yang Changyi He J. Guo Jianyu Wu Yifu Ding Aishan Liu Haotong Qin Pengliang Ji Xianglong Liu MQ 20 0 0 28 Oct 2024
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 48 15 0 27 Dec 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 236 1,508 0 31 Dec 2020
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 29 153 0 21 Oct 2020
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 56 143 0 05 Mar 2020