Knowledge Fusion By Evolving Weights of Language Models

18 June 2024

Papers citing "Knowledge Fusion By Evolving Weights of Language Models"

7 / 7 papers shown

Title
Parameter Competition Balancing for Model Merging Guodong Du Junlin Lee Jing Li Runhua Jiang Yifei Guo ... Hanting Liu S. Goh Ho-Kin Tang Daojing He Min Zhang MoMe 29 12 0 03 Oct 2024
Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing Yisheng Yang S. Goh Qing Cai Shen Yuong Wong Ho-Kin Tang 11 3 0 10 Aug 2024
Impacts of Darwinian Evolution on Pre-trained Deep Neural Networks Guodong Du Runhua Jiang Senqiao Yang HaoYang Li Wei Chen Keren Li S. Goh Ho-Kin Tang 28 3 0 10 Aug 2024
Evolutionary Neural Architecture Search for 3D Point Cloud Analysis Yisheng Yang Guodong Du C. Toa Ho-Kin Tang S. Goh 3DPC 22 3 0 10 Aug 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation Lu Li T. Zhang Zhiqi Bu Suyuchen Wang Huan He Jie Fu Yonghui Wu Jiang Bian Yong Chen Yoshua Bengio FedML MoMe 92 3 0 11 Jun 2024
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges Wang Chao Jiaxuan Zhao Licheng Jiao Lingling Li Fang Liu Shuyuan Yang 61 13 0 19 Jan 2024
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018