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vllm-project/vllm-ascend

Model Serving

Community maintained hardware plugin for vLLM on Ascend

7.7
GitHub Metrics
Stars
3.0k
Forks
2.5k
Open Issues
4.4k
Watchers
60
Contributors
737
Weekly Commits
29
Language
Python
License
Apache-2.0
Last Commit
Oct 26, 2026
Created
Jan 29, 2025
Latest Release
v0.23.0.post1
Release Date
Sep 22, 2026
Synced: Oct 27, 2026
Quality Scores
Documentation Qualityw: 20%
7.6

Has docs site (https://docs.vllm.ai/projects/ascend). Description: 55 chars. Stars signal: 3,017. Contributors: 737. Score: 7.6/10

Community Healthw: 20%
7.4

Stars: 3,017. Contributors: 737. Watchers: 60. Forks: 2,524. Issue ratio: 147.4%. Score: 7.4/10

Maintenance Velocityw: 15%
9.7

Last commit: 0d ago. Weekly commits: 29. Latest release: v0.23.0.post1. Maturity bonus: 1.7y old. Score: 9.7/10

API Design & DXw: 20%
6.3

Stars/issues ratio: 1. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 3,017 stars. Score: 6.3/10

Production Readinessw: 15%
7.8

Battle-tested: 3,017 stars. Peer review: 737 contributors. Versioned: v0.23.0.post1. Licensed: Apache-2.0. Age: 1.7 years. Maintenance: last commit 0d ago. Score: 7.8/10

Ecosystem Integrationw: 10%
8.3

Fork interest: 2,524. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 3,017 stars. Has web presence. Score: 8.3/10

Tags
ascendinferencellmllm-servingllmopsmlopsmodel-servingtransformervllm
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration
vllm-project/vllm-ascend — 7.7/10 — AI/LLM Repository Review — StackQuadrant