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The process of inserting, updating, or erasing factual information within model parameters.
Distinct from Knowledge Asset Updates: Focuses on parameter-level modifications of internal model knowledge rather than external knowledge base management.
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EasyEdit is a framework and toolkit designed for updating, inserting, or erasing specific factual information within large language models without requiring full retraining. It functions as a parameter modifier and knowledge editing system capable of performing targeted weight updates across diverse model architectures. The project distinguishes itself by supporting both text-based and multimodal model editing, allowing for knowledge updates across image and text modalities. It provides utilities for model steering to adjust personality and reasoning patterns in real time via activation inter
Inserts new information, updates outdated facts, or erases sensitive data from internal model parameters.