hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

76.0k
Stars
9.4k
Forks
79.2
Radar Score
Rising
Momentum

Star History

Sep 3 → Sep 29
Sep 3: 74,551Sep 3: 74,555Sep 4: 74,570Sep 4: 74,575Sep 4: 74,576Sep 4: 74,577Sep 5: 74,584Sep 5: 74,585Sep 5: 74,589Sep 5: 74,590Sep 6: 74,599Sep 6: 74,603Sep 6: 74,603Sep 6: 74,604Sep 7: 74,613Sep 7: 74,618Sep 7: 74,623Sep 8: 74,627Sep 8: 74,640Sep 8: 74,645Sep 8: 74,650Sep 8: 74,652Sep 9: 74,667Sep 9: 74,672Sep 9: 74,674Sep 9: 74,675Sep 10: 74,683Sep 10: 74,692Sep 10: 74,694Sep 11: 74,707Sep 11: 74,711Sep 11: 74,713Sep 12: 74,722Sep 12: 74,726Sep 12: 74,727Sep 12: 74,726Sep 13: 74,736Sep 13: 74,740Sep 13: 74,742Sep 13: 74,744Sep 14: 74,760Sep 14: 74,767Sep 14: 74,769Sep 15: 74,782Sep 15: 74,788Sep 15: 74,790Sep 15: 74,791Sep 16: 74,803Sep 16: 74,813Sep 16: 74,816Sep 17: 74,817Sep 17: 74,828Sep 17: 74,831Sep 17: 74,832Sep 18: 74,850Sep 18: 74,856Sep 18: 74,857Sep 18: 74,861Sep 19: 74,871Sep 19: 74,886Sep 19: 74,888Sep 21: 74,949Sep 21: 74,958Sep 21: 74,958Sep 22: 74,964Sep 22: 74,969Sep 22: 74,976Sep 23: 74,979Sep 23: 74,989Sep 23: 74,992Sep 23: 74,993Sep 24: 75,003Sep 24: 75,003Sep 24: 75,006Sep 25: 75,005Sep 25: 75,007Sep 25: 75,013Sep 26: 75,013Sep 26: 75,016Sep 26: 75,018Sep 26: 75,024Sep 27: 75,029Sep 27: 75,063Sep 27: 75,078Sep 27: 75,088Sep 28: 75,091Sep 28: 75,136Sep 28: 75,151Sep 28: 75,155Sep 29: 75,156
74.6k ★+605 in period75.2k ★

Radar Score History

Aug 21 → Sep 29
Aug 21: 79.5Aug 21: 79.5Aug 21: 79.5Aug 22: 78.8Aug 22: 78.8Aug 24: 77.7Aug 24: 77.7Aug 25: 77.7Aug 25: 79.2Aug 25: 79.2Aug 26: 79.2Aug 26: 79.1Aug 26: 79.1Aug 27: 79.2Aug 27: 79.2Aug 27: 79.2Aug 28: 79.2Aug 28: 79.2Aug 28: 79.1Aug 28: 79.1Aug 29: 79.1Aug 29: 79.1Aug 29: 78.5Aug 29: 78.5Aug 29: 78.5Aug 30: 78.5Aug 30: 78.5Aug 30: 78.4Aug 30: 78.4Aug 31: 78.4Aug 31: 79.2Aug 31: 79.2Aug 31: 79.2Sep 1: 79.2Sep 1: 79.1Sep 1: 79.1Sep 1: 79.1Sep 2: 79.1Sep 2: 79.2Sep 2: 79.2Sep 2: 79.2Sep 3: 79.2Sep 3: 79.1Sep 3: 79.1Sep 3: 79.1Sep 4: 79.2Sep 4: 79.2Sep 4: 79.2Sep 4: 79.2Sep 5: 79.1Sep 5: 79.1Sep 5: 79.1Sep 5: 79.1Sep 6: 78.5Sep 6: 78.5Sep 6: 78.5Sep 6: 78.5Sep 7: 78.4Sep 7: 78.4Sep 7: 78.4Sep 8: 78.4Sep 8: 79.2Sep 8: 79.2Sep 8: 79.2Sep 9: 79.2Sep 9: 79.1Sep 9: 79.2Sep 9: 79.2Sep 10: 79.2Sep 10: 79.2Sep 10: 79.1Sep 10: 79.1Sep 11: 79.1Sep 11: 78.5Sep 11: 78.5Sep 12: 78.5Sep 12: 78.4Sep 12: 78.4Sep 12: 78.4Sep 13: 78.4Sep 13: 77.5Sep 13: 77.5Sep 14: 77.5Sep 14: 79.2Sep 14: 79.2Sep 14: 79.2Sep 15: 79.1Sep 15: 79.1Sep 15: 79.1Sep 16: 79.1Sep 16: 78.5Sep 16: 78.5Sep 16: 78.5Sep 17: 78.5Sep 17: 78.4Sep 17: 78.4Sep 17: 78.4Sep 18: 77.5Sep 18: 77.5Sep 18: 77.5Sep 19: 77.5Sep 19: 77.4Sep 19: 77.4Sep 19: 77.4Sep 21: 77.3Sep 21: 77.3Sep 21: 77.3Sep 22: 76.4Sep 22: 76.4Sep 22: 76.4Sep 23: 76.4Sep 23: 76.3Sep 23: 76.3Sep 23: 76.3Sep 24: 76.2Sep 24: 76.2Sep 24: 76.2Sep 25: 76.2Sep 25: 76.2Sep 25: 76.2Sep 26: 76.2Sep 26: 76.1Sep 26: 76.1Sep 26: 76.1Sep 27: 76.1Sep 27: 76.0Sep 27: 76.0Sep 27: 76.0Sep 28: 76.0Sep 28: 79.2Sep 28: 79.2Sep 28: 79.2Sep 29: 79.2
79.5now 79.2

Scoring Breakdown

Impact98.9
Velocity67.8
Health63.8

Growth Metrics

7-Day Stars
+130
30-Day Stars
+440
Acceleration
1.01x
Language
Python

Why it ranks

Strong momentum — adoption is accelerating week over week.

LLM Frameworks · fine-tuningTop 9% globally+130 stars / 7d+440 stars / 30d

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🛡️ Enterprise Readiness & Commercial Safety

Organic Growth
93%
High Confidence
License
Permissive (Commercial Friendly)
Safe for commercial use, modification, and distribution.
Health Grade
A
Based on maintenance, issue response, and release cadence.
Radar Score
79.2
Composite of Impact, Velocity, and Health.
Disclaimer: This is an automated heuristic assessment based on public GitHub signals. Always perform your own security audit, dependency review, and legal compliance check before production deployment.

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