{"data":{"slug":"meta-pytorch-torchtune","name":"torchtune","tagline":"PyTorch native post-training library","github_url":"https://github.com/meta-pytorch/torchtune","owner":"meta-pytorch","repo":"torchtune","owner_avatar_url":"https://avatars.githubusercontent.com/u/107212512?v=4","primary_language":"Python","stars":5782,"forks":735,"topics":[],"archived":false,"github_pushed_at":"2026-07-10T12:21:27+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/meta-pytorch-torchtune","markdown_url":"https://www.graphcanon.com/tools/meta-pytorch-torchtune.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/meta-pytorch-torchtune","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=meta-pytorch-torchtune","description":"PyTorch native post-training library","homepage_url":"https://pytorch.org/torchtune/main/","license":"BSD-3-Clause","open_issues":445,"watchers":41,"ai_summary":null,"readme_excerpt":"## Installation 🛠️\n\n\ntorchtune is **only** tested with the latest stable PyTorch release (currently 2.6.0) as well as the preview nightly version, and leverages\ntorchvision for finetuning multimodal LLMs and torchao for the latest in quantization techniques; you should install these as well.\n\n---\n\n# Install stable PyTorch, torchvision, torchao stable releases\npip install torch torchvision torchao\npip install torchtune\n```\n\n---\n\n# Install PyTorch, torchvision, torchao nightlies.\npip install --pre --upgrade torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu126 # full options are cpu/cu118/cu124/cu126/xpu/rocm6.2/rocm6.3/rocm6.4\npip install --pre --upgrade torchtune --extra-index-url https://download.pytorch.org/whl/nightly/cpu\n```\n\nYou can also check out our [install documentation](https://pytorch.org/torchtune/main/install.html) for more information, including installing torchtune from source.\n\n \n\nTo confirm that the package is installed correctly, you can run the following command:\n\n```bash\ntune --help\n```\n\nAnd should see the following output:\n\n```bash\nusage: tune [-h] {ls,cp,download,run,validate} ...\n\nWelcome to the torchtune CLI!\n\noptions:\n  -h, --help            show this help message and exit\n\n...\n```\n\n \n\n---\n\n## License\n\ntorchtune is released under the [BSD 3 license](./LICENSE). However you may have other legal obligations that govern your use of other content, such as the terms of service for third-party models.","github_created_at":"2023-10-20T21:10:49+00:00","created_at":"2026-07-11T10:35:51.584612+00:00","updated_at":"2026-07-12T03:13:38.114456+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"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":707869465,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:35:52.248Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":0,"last_release_at":"2025-04-07T19:01:38Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:35:53.060Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T10:35:52.662Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-07-11T10:35:52.662Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T10:35:52.662Z"},"license_spdx":{"value":"BSD-3-Clause","source":"github.license","observed_at":"2026-07-11T10:35:52.662Z"}}}}