Evolving Parameter Isolation (EPI) periodically updates parameter isolation masks using online gradient signals during supervised fine-tuning to protect emerging task-critical parameters and reduce interference and forgetting.
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Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
Evolving Parameter Isolation (EPI) periodically updates parameter isolation masks using online gradient signals during supervised fine-tuning to protect emerging task-critical parameters and reduce interference and forgetting.