Merging without Forgetting: Continual Fusion of Task-Specific Models via Optimal Transport

Zecheng Pan, Zhikang Chen, Ding Li +9

Merging models fine-tuned for different tasks into a single unified model has become an increasingly important direction for building versatile, efficient multi-task systems. Exist…