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Targeted updates to the behavior and knowledge of multimodal model architectures.
Distinct from Multimodal Models: Focuses on modification of the model's state, whereas the parent covers the general architecture.
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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
Modifies knowledge and behaviors in models that process both images and text for tasks like image captioning.