1 Repo
Updating model output behavior by retrieving and injecting specific demonstrations into the prompt.
Distinct from Trained Model Editing: A prompt-based method of 'editing' behavior via retrieval, distinct from parameter-based editing.
Explore 1 awesome GitHub repository matching artificial intelligence & ml · In-Context Learning Editing. Refine with filters or upvote what's useful.
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
Updates model responses using retrieved sets of demonstrations to guide the model toward the correct answer.