Revitalizing the Beginning: Avoiding Storage Dependency for Model Merging in Continual Learning

Xi Wang, Cheng Deng

Model merging provides a compelling paradigm for integrating specialized expertise into a unified multi-task model, a goal that aligns naturally with the sequential knowledge acqui…