interestingLSY/swiftLLM

Inference Engines

A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of vLLM).

GitHub →

3.8

GitHub Metrics

Stars

361

Forks

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Jun 10, 2025

Created

May 11, 2024

Latest Release

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Release Date

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Synced: Oct 18, 2026

Quality Scores

Documentation Qualityw: 20%

3.7

No dedicated docs site. Description: 143 chars. Stars signal: 361. Contributors: 4. Score: 3.7/10

Community Healthw: 20%

3.6

Stars: 361. Contributors: 4. Watchers: 3. Forks: 43. Issue ratio: 0.8%. Score: 3.6/10

Maintenance Velocityw: 15%

1.0

Last commit: 494d ago. Weekly commits: 0. No releases published. Maturity bonus: 2.4y old. Score: 1/10

API Design & DXw: 20%

6.9

Stars/issues ratio: 120. Dynamic language: Python. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 361 stars. Score: 6.9/10

Production Readinessw: 15%

2.3

Battle-tested: 361 stars. Peer review: 4 contributors. No versioned releases. Licensed: Apache-2.0. Age: 2.4 years. Maintenance: last commit 494d ago. Score: 2.3/10

Ecosystem Integrationw: 10%

4.9

Fork interest: 43. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 361 stars. Score: 4.9/10