Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging

Anke Tang, Enneng Yang, Li Shen +4

Deep model merging represents an emerging research direction that combines multiple fine-tuned models to harness their specialized capabilities across different tasks and domains.…