From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches

Wei Ruan, Tianze Yang, Yifan Zhou +2

Model merging has achieved significant success, with numerous innovative methods proposed to enhance capabilities by combining multiple models. However, challenges persist due to t…