{"data":{"slug":"zjunlp-easyedit","name":"EasyEdit","tagline":"[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.","github_url":"https://github.com/zjunlp/EasyEdit","owner":"zjunlp","repo":"EasyEdit","owner_avatar_url":"https://avatars.githubusercontent.com/u/41887875?v=4","primary_language":"Jupyter Notebook","stars":2868,"forks":370,"topics":["artificial-intelligence","baichuan","chatgpt","cknowedit","easyedit","easyedit2","efficient","gpt","knowedit","knowledge-editing","knowlm","large-language-models","llama","mmedit","model-editing","natural-language-processing","safeedit","tool","trustworthy-ai","unlearning"],"archived":false,"github_pushed_at":"2026-07-09T02:51:19+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/zjunlp-easyedit","markdown_url":"https://www.graphcanon.com/tools/zjunlp-easyedit.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zjunlp-easyedit","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zjunlp-easyedit","description":"[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.","homepage_url":"https://zjunlp.github.io/project/KnowEdit","license":"MIT","open_issues":0,"watchers":25,"ai_summary":null,"readme_excerpt":"## Requirements\n\n#### 🔧Pip Installation\n\n**Note: Please use Python 3.9+ for EasyEdit**\nTo get started with pip, simply install conda and run:\n\n```shell\ngit clone https://github.com/zjunlp/EasyEdit.git\ncd EasyEdit\nconda create -n EasyEdit python=3.10\nconda activate EasyEdit\npip install -r requirements.txt\n```\n\n#### ⚡uv Installation\n\nYou can also use [uv](https://docs.astral.sh/uv/) for faster dependency installation:\n\n```shell\ngit clone https://github.com/zjunlp/EasyEdit.git\ncd EasyEdit\nconda create -n EasyEdit python=3.10\nconda activate EasyEdit\npip install uv\nuv pip install --torch-backend cu128 -r requirements.txt\n```\n\nIf you are installing for a CPU-only environment, replace the last command with:\n\n```shell\nuv pip install --torch-backend cpu -r requirements.txt\n```\n\nAfter installation, you can verify the environment with:\n\n```shell\nuv pip check\n```\n\n\n#### Editing GPU memory usage\nOur results are all based on the default configuration\n\n|         | llama-2-7B | chatglm2 | gpt-j-6b | gpt-xl |\n|:-------:|:----------:|:--------:|:--------:|:------:|\n|   FT    |    60GB    |   58GB   |   55GB   |  7GB   |\n|  SERAC  |    42GB    |   32GB   |   31GB   |  10GB  |\n|   IKE   |    52GB    |   38GB   |   38GB   |  10GB  |\n|  MEND   |    46GB    |   37GB   |   37GB   |  13GB  |\n|   KN    |    42GB    |   39GB   |   40GB   |  12GB  |\n|  ROME   |    31GB    |   29GB   |   27GB   |  10GB  |\n|  MEMIT  |    33GB    |   31GB   |   31GB   |  11GB  |\n| AdaLoRA |    29GB    |   24GB   |   25GB   |  8GB   |\n|  GRACE  |    27GB    |          |   23GB   |  6GB   |\n|  WISE  |    34GB    |          |   27GB   |  7GB   |","github_created_at":"2023-05-09T07:48:02+00:00","created_at":"2026-07-11T10:42:50.937517+00:00","updated_at":"2026-07-11T10:42:55.505725+00:00","categories":[{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"baichuan","name":"baichuan"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"cknowedit","name":"cknowedit"},{"slug":"easyedit","name":"easyedit"},{"slug":"easyedit2","name":"easyedit2"},{"slug":"efficient","name":"efficient"},{"slug":"gpt","name":"gpt"}],"trust":{"provenance":{"is_fork":false,"github_id":638156745,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:42:52.203Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":2,"last_release_at":null},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":25,"high_count":0,"last_scan_at":"2026-07-11T10:42:53.358Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T10:42:52.759Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-11T10:42:52.759Z","managed_saas":false},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-07-11T10:42:52.759Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-11T10:42:52.759Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-11T10:42:52.759Z"}}}}