EasyEdit

EasyEdit is an easy-to-use knowledge editing framework that updates and controls large language models.

EasyEdit is a knowledge editing framework designed for large language models. It allows users to insert, update, erase, and steer knowledge within models without full retraining. The tool supports multiple editing algorithms, datasets, and evaluation pipelines for model behaviors. It is built for researchers and developers working on model editing, fact correction, and hallucination mitigation. The platform integrates various techniques including parameter modification and real-time inference steering.

EasyEdit at a glance

Best for: Researcher, Software engineer
Runs on: open source, CLI
Pricing: Free
Released: May 2023
Category: AI coding tool
Website: github.com/zjunlp/EasyEdit

Key features

Insert knowledge into models
Update model knowledge
Erase knowledge from models
Steer LLMs during inference
Evaluate model controllability
Support multi-GPU editing
Run multimodal pipelines

Use it for

Correcting facts in large language models
Mitigating hallucinations in AI responses
Evaluating model knowledge editing performance
Performing lifelong model editing tasks

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