Merging by Matching Models in Task Parameter Subspaces

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Merging by Matching Models in Task Parameter Subspaces

7 December 2023

Mohit Bansal

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Papers citing "Merging by Matching Models in Task Parameter Subspaces"

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Title
Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data Bingjie Zhang Hongkang Li Changlong Shi Guowei Rong He Zhao Dongsheng Wang Dandan Guo Meng Wang MoMe 56 0 0 10 Jun 2025
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace Jinluan Yang Anke Tang Didi Zhu Zhengyu Chen Li Shen Leilei Gan MoMe AAML 164 7 0 17 Oct 2024
Exploring Model Kinship for Merging Large Language Models Yedi Hu Yunzhi Yao N. Zhang Shumin Deng Ningyu Zhang MoMe 147 1 0 16 Oct 2024
Localizing Task Information for Improved Model Merging and Compression Ke Wang Nikolaos Dimitriadis Guillermo Ortiz-Jimenez Franccois Fleuret Pascal Frossard MoMe 94 60 0 13 May 2024