{"data":{"slug":"hiyouga-fastedit","name":"FastEdit","tagline":"🩹Editing large language models within 10 seconds⚡","github_url":"https://github.com/hiyouga/FastEdit","owner":"hiyouga","repo":"FastEdit","owner_avatar_url":"https://avatars.githubusercontent.com/u/16256802?v=4","primary_language":"Python","stars":1367,"forks":103,"topics":["bloom","chatbots","chatgpt","falcon","gpt","large-language-models","llama","llms","pytorch","transformers"],"archived":false,"github_pushed_at":"2023-08-13T03:52:25+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/hiyouga-fastedit","markdown_url":"https://www.graphcanon.com/tools/hiyouga-fastedit.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/hiyouga-fastedit","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=hiyouga-fastedit","description":"🩹Editing large language models within 10 seconds⚡","homepage_url":null,"license":"Apache-2.0","open_issues":21,"watchers":15,"ai_summary":null,"readme_excerpt":"## Requirements\n\n- Python 3.8+ and PyTorch 1.13.1+\n- 🤗Transformers, Datasets and Accelerate\n- sentencepiece and fire\n\n---\n\n### Hardware Requirements\n\n| Model | Size | Mode | GRAM | Speed |\n| ----- | ---- | ---- | ---- | ----- |\n| LLaMA |   7B | FP16 | 24GB | 7s/it |\n| LLaMA |  13B | FP16 | 32GB | 9s/it |\n\n---\n\n### Installation\n\n```bash\ngit clone https://github.com/hiyouga/FastEdit.git\nconda create -n fastedit python=3.10\nconda activate fastedit\ncd FastEdit\npip install -r requirements.txt\n```\n\nAlternatively, you could use `pip install pyfastedit` to install the `fastedit` package.\n\n---\n\n## License\n\nThis repository is licensed under the [Apache-2.0 License](LICENSE).","github_created_at":"2023-07-09T06:21:30+00:00","created_at":"2026-07-11T23:26:56.534955+00:00","updated_at":"2026-07-11T23:27:18.851496+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":"llms","name":"llms"},{"slug":"llama","name":"llama"},{"slug":"falcon","name":"falcon"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"gpt","name":"gpt"},{"slug":"chatbots","name":"chatbots"},{"slug":"bloom","name":"bloom"}],"trust":{"provenance":{"is_fork":false,"github_id":664177247,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:26:58.106Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":1063,"last_release_at":"2023-07-17T17:14:19Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":73,"high_count":0,"last_scan_at":"2026-07-11T23:26:58.510Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:26:57.885Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T23:26:57.885Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T23:26:57.885Z"}}}}