huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

168.9k
Stars
35.2k
Forks
80.4
Radar Score
Rising
Momentum

Star History

Oct 21 → Nov 12
Oct 21: 167,946Oct 21: 167,954Oct 22: 167,957Oct 22: 167,971Oct 22: 167,985Oct 22: 167,994Oct 23: 168,002Oct 23: 168,018Oct 23: 168,028Oct 23: 168,036Oct 24: 168,047Oct 24: 168,057Oct 24: 168,063Oct 24: 168,076Oct 25: 168,098Oct 25: 168,120Oct 25: 168,133Oct 25: 168,140Oct 25: 168,157Oct 26: 168,179Oct 26: 168,197Oct 26: 168,204Oct 27: 168,215Oct 27: 168,231Oct 27: 168,241Oct 27: 168,248Oct 28: 168,257Oct 28: 168,265Oct 28: 168,277Oct 28: 168,289Oct 29: 168,311Oct 29: 168,329Oct 29: 168,337Oct 29: 168,325Oct 30: 168,332Oct 30: 168,344Oct 30: 168,352Oct 30: 168,361Oct 31: 168,375Oct 31: 168,383Oct 31: 168,389Oct 31: 168,393Nov 1: 168,399Nov 1: 168,405Nov 1: 168,413Nov 1: 168,415Nov 2: 168,421Nov 2: 168,442Nov 2: 168,458Nov 2: 168,460Nov 3: 168,459Nov 3: 168,475Nov 3: 168,477Nov 3: 168,487Nov 3: 168,492Nov 3: 168,504Nov 4: 168,510Nov 4: 168,526Nov 4: 168,536Nov 4: 168,543Nov 5: 168,551Nov 5: 168,564Nov 5: 168,574Nov 5: 168,585Nov 6: 168,582Nov 6: 168,582Nov 6: 168,589Nov 6: 168,600Nov 7: 168,606Nov 7: 168,619Nov 7: 168,622Nov 7: 168,628Nov 8: 168,635Nov 8: 168,647Nov 8: 168,655Nov 8: 168,664Nov 9: 168,670Nov 9: 168,685Nov 9: 168,696Nov 10: 168,710Nov 10: 168,718Nov 10: 168,732Nov 10: 168,737Nov 10: 168,749Nov 11: 168,752Nov 11: 168,808Nov 11: 168,815Nov 11: 168,878Nov 12: 168,881Nov 12: 168,889
167.9k ★+943 in period168.9k ★

Radar Score History

Aug 21 → Nov 12
Aug 21: 80.8Aug 21: 80.8Aug 21: 80.8Aug 22: 80.8Aug 22: 80.8Aug 23: 80.8Aug 23: 80.8Aug 23: 80.8Aug 23: 80.8Aug 24: 80.8Aug 24: 80.8Aug 24: 80.8Aug 24: 80.8Aug 25: 80.8Aug 25: 80.5Aug 25: 80.5Aug 25: 80.5Aug 26: 80.5Aug 26: 80.5Aug 26: 80.5Aug 27: 80.5Aug 27: 80.5Aug 27: 80.5Aug 28: 80.5Aug 28: 80.5Aug 28: 80.5Aug 28: 80.5Aug 29: 80.5Aug 29: 80.5Aug 29: 80.5Aug 29: 80.5Aug 29: 80.5Aug 30: 80.5Aug 30: 80.5Aug 30: 80.5Aug 30: 80.5Aug 31: 80.5Aug 31: 80.5Aug 31: 80.5Aug 31: 80.5Sep 1: 80.5Sep 1: 80.5Sep 1: 80.5Sep 1: 80.5Sep 2: 80.5Sep 2: 80.5Sep 2: 80.5Sep 2: 80.5Sep 3: 80.5Sep 3: 80.5Sep 3: 80.5Sep 3: 80.5Sep 3: 80.5Sep 4: 80.5Sep 4: 80.5Sep 4: 80.5Sep 4: 80.5Sep 5: 80.5Sep 5: 80.5Sep 5: 80.5Sep 5: 80.5Sep 6: 80.5Sep 6: 80.5Sep 6: 80.5Sep 6: 80.5Sep 7: 80.5Sep 7: 80.5Sep 7: 80.5Sep 8: 80.5Sep 8: 80.5Sep 8: 80.5Sep 8: 80.5Sep 9: 80.5Sep 9: 80.5Sep 9: 80.5Sep 9: 80.5Sep 10: 80.5Sep 10: 80.5Sep 10: 80.5Sep 10: 80.5Sep 10: 80.5Sep 11: 80.5Sep 11: 80.5Sep 11: 80.5Sep 12: 80.5Sep 12: 80.5Sep 12: 80.5Sep 12: 80.5Sep 12: 80.5Sep 13: 80.5Sep 13: 80.5Sep 13: 80.5Sep 14: 80.5Sep 14: 80.5Sep 14: 80.5Sep 14: 80.5Sep 15: 80.5Sep 15: 80.5Sep 15: 80.5Sep 15: 80.5Sep 16: 80.5Sep 16: 80.5Sep 16: 80.5Sep 16: 80.5Sep 17: 80.5Sep 17: 80.5Sep 17: 80.5Sep 17: 80.5Sep 18: 80.5Sep 18: 80.5Sep 18: 80.5Sep 18: 80.5Sep 19: 80.5Sep 19: 80.5Sep 19: 80.5Sep 19: 80.5Sep 20: 80.5Sep 20: 80.5Sep 20: 80.5Sep 20: 80.5Sep 21: 80.5Sep 21: 80.5Sep 21: 80.5Sep 21: 80.5Sep 22: 80.5Sep 22: 80.5Sep 22: 80.5Sep 22: 80.5Sep 23: 80.5Sep 23: 80.5Sep 23: 80.5Sep 23: 80.5Sep 24: 80.5Sep 24: 80.5Sep 24: 80.5Sep 24: 80.5Sep 25: 80.5Sep 25: 80.5Sep 25: 80.5Sep 25: 80.5Sep 26: 80.5Sep 26: 80.5Sep 26: 80.5Sep 26: 80.5Sep 27: 80.5Sep 27: 80.5Sep 27: 80.5Sep 27: 80.5Sep 28: 80.5Sep 28: 80.5Sep 28: 80.5Sep 28: 80.5Sep 29: 80.5Sep 29: 80.5Sep 29: 80.5Sep 29: 80.5Sep 30: 80.5Sep 30: 80.5Sep 30: 80.5Sep 30: 80.5Oct 1: 80.5Oct 1: 80.5Oct 1: 80.5Oct 1: 80.5Oct 2: 80.5Oct 2: 80.5Oct 2: 80.5Oct 2: 80.5Oct 3: 80.5Oct 3: 80.5Oct 3: 80.5Oct 3: 80.5Oct 4: 80.5Oct 4: 80.5Oct 4: 80.5Oct 4: 80.5Oct 5: 80.5Oct 5: 80.5Oct 5: 80.5Oct 5: 80.5Oct 6: 80.5Oct 6: 80.5Oct 6: 80.5Oct 6: 80.5Oct 7: 80.5Oct 7: 80.5Oct 7: 80.5Oct 7: 80.5Oct 8: 80.5Oct 8: 80.5Oct 8: 80.5Oct 8: 80.5Oct 9: 80.5Oct 9: 80.5Oct 9: 80.5Oct 9: 80.5Oct 10: 80.5Oct 10: 80.5Oct 10: 80.5Oct 10: 80.5Oct 11: 80.5Oct 11: 80.5Oct 11: 80.5Oct 11: 80.5Oct 12: 80.5Oct 12: 80.5Oct 12: 80.5Oct 12: 80.5Oct 13: 80.5Oct 13: 80.5Oct 13: 80.5Oct 13: 80.5Oct 14: 80.5Oct 14: 80.5Oct 14: 80.5Oct 14: 80.5Oct 15: 80.5Oct 15: 80.5Oct 15: 80.5Oct 15: 80.5Oct 16: 80.5Oct 16: 80.5Oct 16: 80.5Oct 16: 80.5Oct 17: 80.5Oct 17: 80.5Oct 17: 80.5Oct 17: 80.5Oct 17: 80.5Oct 18: 80.5Oct 18: 80.5Oct 18: 80.5Oct 19: 80.5Oct 19: 80.5Oct 19: 80.5Oct 19: 80.5Oct 20: 80.5Oct 20: 80.5Oct 20: 80.5Oct 20: 80.4Oct 21: 80.4Oct 21: 80.4Oct 21: 80.4Oct 21: 80.4Oct 22: 80.4Oct 22: 80.4Oct 22: 80.4Oct 22: 80.4Oct 23: 80.4Oct 23: 80.4Oct 23: 80.4Oct 23: 80.4Oct 24: 80.4Oct 24: 80.4Oct 24: 80.4Oct 24: 80.4Oct 25: 80.4Oct 25: 80.4Oct 25: 80.4Oct 25: 80.4Oct 26: 80.4Oct 26: 80.4Oct 26: 80.4Oct 26: 80.4Oct 27: 80.4Oct 27: 80.4Oct 27: 80.4Oct 27: 80.4Oct 28: 80.4Oct 28: 80.4Oct 28: 80.4Oct 28: 80.4Oct 29: 80.4Oct 29: 80.4Oct 29: 80.4Oct 29: 80.4Oct 30: 80.4Oct 30: 80.4Oct 30: 80.4Oct 30: 80.4Oct 31: 80.4Oct 31: 80.4Oct 31: 80.4Oct 31: 80.4Nov 1: 80.4Nov 1: 80.4Nov 1: 80.4Nov 1: 80.4Nov 2: 80.4Nov 2: 80.4Nov 2: 80.4Nov 2: 80.4Nov 3: 80.4Nov 3: 80.4Nov 3: 80.4Nov 3: 80.4Nov 3: 80.4Nov 3: 80.4Nov 4: 80.4Nov 4: 80.4Nov 4: 80.4Nov 4: 80.4Nov 5: 80.4Nov 5: 80.4Nov 5: 80.4Nov 5: 80.4Nov 6: 80.4Nov 6: 80.4Nov 6: 80.4Nov 6: 80.4Nov 7: 80.4Nov 7: 80.4Nov 7: 80.4Nov 7: 80.4Nov 8: 80.4Nov 8: 80.4Nov 8: 80.4Nov 8: 80.4Nov 9: 80.4Nov 9: 80.4Nov 9: 80.4Nov 10: 80.4Nov 10: 80.4Nov 10: 80.4Nov 10: 80.4Nov 10: 80.4Nov 11: 80.4Nov 11: 80.4Nov 11: 80.4Nov 11: 80.4Nov 12: 80.4Nov 12: 80.4
80.8now 80.4

Scoring Breakdown

Impact99.8
Velocity70.1
Health63.8

Growth Metrics

7-Day Stars
+363
30-Day Stars
+952
Acceleration
1.14x
Language
Python

Why it ranks

Exceptional momentum — gaining stars far faster than almost everything else tracked.

Multimodal AI · vision-languageTop 2% globally+363 stars / 7d+952 stars / 30d

Trend signal: Strong momentum with 315 new stars this week. Above-average growth velocity. High developer adoption with 58 new forks this week. Active in the Multimodal AI category.

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🛡️ Enterprise Readiness & Commercial Safety

Organic Growth
81%
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
80.4
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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