{"data":{"slug":"facebookresearch-lingua","name":"lingua","tagline":"Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.","github_url":"https://github.com/facebookresearch/lingua","owner":"facebookresearch","repo":"lingua","owner_avatar_url":"https://avatars.githubusercontent.com/u/16943930?v=4","primary_language":"Python","stars":4759,"forks":272,"topics":[],"archived":false,"github_pushed_at":"2025-07-18T09:36:44+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/facebookresearch-lingua","markdown_url":"https://www.graphcanon.com/tools/facebookresearch-lingua.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/facebookresearch-lingua","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=facebookresearch-lingua","description":"Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.","homepage_url":null,"license":"BSD-3-Clause","open_issues":13,"watchers":29,"ai_summary":null,"readme_excerpt":"## Quick start\n\nThe following commands launch a SLURM job that creates an environment for Meta Lingua.\nThe env creation should take around 5 minutes without counting downloads. \n\n```bash\ngit clone https://github.com/facebookresearch/lingua\ncd lingua\n\nbash setup/create_env.sh\n\n---\n\n## License\n\nMeta Lingua is licensed under BSD-3-Clause license. Refer to the LICENSE file in the top level directory.","github_created_at":"2024-10-16T19:16:50+00:00","created_at":"2026-07-11T10:35:22.802542+00:00","updated_at":"2026-07-11T10:35:26.552674+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"}],"tags":[{"slug":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":873818808,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:35:23.567Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":358,"last_release_at":null},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:35:24.663Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T10:35:24.392Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T10:35:24.392Z"},"license_spdx":{"value":"BSD-3-Clause","source":"github.license","observed_at":"2026-07-11T10:35:24.392Z"}}}}