Mitigating Model Merging Conflicts via Knowledge-Aware Task Vector Purification.

arXiv:2510.14697v2 Announce Type: replace Abstract: Model merging aims to integrate task-specific abilities from individually fine-tuned models into a single model without extra training. In recent model merging methods, task vector has become a fundamental bu