SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task
Learning with Deep Representation Surgery

SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery

18 October 2024

Xingwei Wang

Jie Zhang

Papers citing "SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery"

4 / 4 papers shown

Title
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration HamidReza Imani Jiaxin Peng Peiman Mohseni Abdolah Amirany Tarek A. El-Ghazawi MoE 14 0 0 10 May 2025
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
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging Li Shen A. Tang Enneng Yang G. Guo Yong Luo Lefei Zhang Xiaochun Cao Bo Du Dacheng Tao MoMe 21 1 0 29 Oct 2024