{"data":{"slug":"vllm-project-vllm-ascend","name":"vllm-ascend","tagline":"Community maintained hardware plugin for vLLM on Ascend","github_url":"https://github.com/vllm-project/vllm-ascend","owner":"vllm-project","repo":"vllm-ascend","owner_avatar_url":"https://avatars.githubusercontent.com/u/136984999?v=4","primary_language":"C++","stars":2674,"forks":2081,"topics":["ascend","inference","llm","llm-serving","llmops","mlops","model-serving","transformer","vllm"],"archived":false,"github_pushed_at":"2026-08-20T12:01:45+00:00","maintenance_label":"Very active","stars_delta_30d":230,"url":"https://www.graphcanon.com/tools/vllm-project-vllm-ascend","markdown_url":"https://www.graphcanon.com/tools/vllm-project-vllm-ascend.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/vllm-project-vllm-ascend","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=vllm-project-vllm-ascend","description":"Community maintained hardware plugin for vLLM on Ascend","homepage_url":"https://docs.vllm.ai/projects/ascend","license":"Apache-2.0","open_issues":2608,"watchers":72,"ai_summary":"vllm-project/vllm-ascend is a community-driven project to enhance vLLM's compatibility with Ascend hardware. It aims at optimizing the deployment and inference capabilities of large language models using C++.","readme_excerpt":"## Getting Started\n\nPlease use the following recommended versions to get started quickly:\n\n| Version    | Release type | Doc                                  |\n|------------|--------------|--------------------------------------|\n| v0.23.0 | Latest stable version | See [QuickStart](https://docs.vllm.ai/projects/ascend/en/v0.23.0/quick_start.html) and [Installation](https://docs.vllm.ai/projects/ascend/en/v0.23.0/installation.html) for more details |\n\n---\n\n## License\n\nApache License 2.0, as found in the [LICENSE](./LICENSE) file.","github_created_at":"2025-01-29T10:44:12+00:00","created_at":"2026-07-07T17:42:34.181012+00:00","updated_at":"2026-08-20T12:02:16.55364+00:00","categories":[{"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":"ascend","name":"ascend"},{"slug":"inference","name":"inference"},{"slug":"llm","name":"llm"},{"slug":"llm-serving","name":"llm-serving"},{"slug":"model-serving","name":"model-serving"}],"trust":{"provenance":{"is_fork":false,"github_id":924058625,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-20T12:02:15.765Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":5,"days_since_push":0,"last_release_at":"2026-08-16T22:18:14Z","stars_delta_30d":230,"open_issues_delta_30d":132},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":9,"high_count":0,"last_scan_at":"2026-07-11T11:21:16.409Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-20T12:02:16.214Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-08-20T12:02:16.214Z","managed_saas":false},"languages":{"value":["c++","python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-20T12:02:16.214Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-08-20T12:02:16.214Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-20T12:02:16.214Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["You need to optimize large language model inference on Ascend hardware","Your project prioritizes community-driven enhancements and support"],"when_not_to_use":["If you require support for GPU or CPU only setups without Ascend hardware","When seeking proprietary software, as vllm-ascend is open-source under Apache License 2.0"],"source":"enrich:decision_facts","observed_at":"2026-07-12T14:47:42.462Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"vllm-ascend: Ascend hardware plugin for vLLM in C++"}]}}