2025
Exploring Model Kinship for Merging Large Language Models
EMNLP 2025
Model merging has become one of the key technologies for enhancing the capabilities and efficiency of Large Language Models (LLMs). The open-source community has driven model evolution by iteratively merging existing models. However, a principled understanding of the expected gains and underlying fa