PLeaS -- Merging Models with Permutations and Least Squares

PLeaS -- Merging Models with Permutations and Least Squares

2 July 2024

Pang Wei Koh

Papers citing "PLeaS -- Merging Models with Permutations and Least Squares"

5 / 5 papers shown

Title
From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches Wei Ruan Tianze Yang Y. Zhou Tianming Liu Jin Lu MoMe 88 0 0 13 Mar 2025
Scalable Model Merging with Progressive Layer-wise Distillation Jing Xu Jiazheng Li J. Zhang MoMe FedML 79 0 0 18 Feb 2025
How to Merge Your Multimodal Models Over Time? Sebastian Dziadzio Vishaal Udandarao Karsten Roth Ameya Prabhu Zeynep Akata Samuel Albanie Matthias Bethge MoMe 82 2 0 09 Dec 2024
Representation Surgery for Multi-Task Model Merging Enneng Yang Li Shen Zhenyi Wang Guibing Guo Xiaojun Chen Xingwei Wang Dacheng Tao MoMe 33 5 0 05 Feb 2024
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 239 313 0 11 Sep 2022