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 →

3.9

GitHub Metrics

Stars

323

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: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

3.6

No dedicated docs site. Description: 143 chars. Stars signal: 323. Contributors: 4. Score: 3.6/10

Community Healthw: 20%

3.6

Stars: 323. Contributors: 4. Watchers: 3. Forks: 37. Issue ratio: 0.9%. Score: 3.6/10

Maintenance Velocityw: 15%

1.7

Last commit: 310d ago. Weekly commits: 0. No releases published. Maturity bonus: 1.9y old. Score: 1.7/10

API Design & DXw: 20%

6.9

Stars/issues ratio: 108. Dynamic language: Python. No dedicated API docs. Permissive license: Apache-2.0. Popularity signal: 323 stars. Score: 6.9/10

Production Readinessw: 15%

2.1

Battle-tested: 323 stars. Peer review: 4 contributors. No versioned releases. Licensed: Apache-2.0. Age: 1.9 years. Maintenance: last commit 310d ago. Score: 2.1/10

Ecosystem Integrationw: 10%

4.9

Fork interest: 37. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 323 stars. Score: 4.9/10