zjunlp/EasyEdit

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2908 stars · 372 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

EasyEdit is an easy-to-use knowledge editing framework for large language models, supporting methods that modify model parameters or steer behavior at inference time. It includes benchmarks like KnowEdit and supports models such as GPT, LLaMA, and Baichuan.

Use cases

• edit factual knowledge in an LLM without retraining
• unlearn harmful or outdated knowledge from a model
• steer LLM behavior at inference time
• benchmark knowledge editing methods on KnowEdit
• update wrong facts in a fine-tuned llama model
• research model editing techniques for trustworthy AI

When to choose

• you need to correct or update specific facts in an open-source LLM
• you are researching knowledge editing or model editing methods
• you need machine unlearning or safety steering for LLMs

When to avoid

• you need full model retraining or fine-tuning pipelines
• you only need prompt engineering without model modification
• you work with closed-source APIs that don't expose model weights

Facets

framework · maturity active

machine-learning llm-inference llm-training prompt-engineering developer-tools large-language-models artificial-intelligence machine-learning python cross-platform knowledge-editing model-editing llm-steering unlearning trustworthy-ai knowedit safeedit research-tool natural-language-processing gpu

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For agents

markdown · JSON · MCP: product_card(name="zjunlp/EasyEdit")