{"data":{"slug":"bigcode-project-starcoder2","name":"starcoder2","tagline":"Home of StarCoder2!","github_url":"https://github.com/bigcode-project/starcoder2","owner":"bigcode-project","repo":"starcoder2","owner_avatar_url":"https://avatars.githubusercontent.com/u/110470554?v=4","primary_language":"Python","stars":2077,"forks":199,"topics":[],"archived":false,"github_pushed_at":"2024-03-21T11:54:59+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/bigcode-project-starcoder2","markdown_url":"https://www.graphcanon.com/tools/bigcode-project-starcoder2.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/bigcode-project-starcoder2","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=bigcode-project-starcoder2","description":"Home of StarCoder2!","homepage_url":null,"license":"Apache-2.0","open_issues":20,"watchers":17,"ai_summary":null,"readme_excerpt":"## Installation\nFirst, we have to install all the libraries listed in `requirements.txt`\n```bash\npip install -r requirements.txt\n\n---\n\n# pip install git+https://github.com/huggingface/transformers.git # TODO: merge PR to main\nfrom transformers import AutoModelForCausalLM, AutoTokenizer\n\ncheckpoint = \"bigcode/starcoder2-15b\"\ndevice = \"cuda\" # for GPU usage or \"cpu\" for CPU usage\n\ntokenizer = AutoTokenizer.from_pretrained(checkpoint)\n\n---\n\n# pip install accelerate\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM\n\ncheckpoint = \"bigcode/starcoder2-15b\"\ntokenizer = AutoTokenizer.from_pretrained(checkpoint)\n\n---\n\n# pip install bitsandbytes accelerate\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig","github_created_at":"2023-12-08T08:46:25+00:00","created_at":"2026-07-11T23:43:49.367433+00:00","updated_at":"2026-07-11T23:43:52.848072+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":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":729030266,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:43:50.598Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":842,"last_release_at":null},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:43:51.049Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:43:50.357Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T23:43:50.357Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T23:43:50.357Z"}}}}