Mitigating Model Merging Conflicts via Knowledge-Aware Task Vector Purification

Bang An, Yibo Yang, Philip Torr +1

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…