PyPI Stats
huggingface

optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
PyPI GitHub
Downloads
Day
64.3K
Week
379.9K
Month
1.7M
Stars
3.4K
Forks
639
Issues
258
Version
2.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
77
Adoption
70
Community
80
How the maintenance status was determined
Last commit
9 days ago
Monthly downloads
1,687,692
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
1,687,692
Stars
3,379
Stars per 1k downloads
2.00
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
54,265
Month daily avg
56,256
Momentum
-3.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9.0
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
138 days ago
Total releases
84
Releases/year
18.1
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
275
Monthly downloads
1,687,692
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
73
 
Issue Burden
76.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
43.0%
contrib / forks
Stale Release
128d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 31.4K
Windows 3.9K
macOS 1.4K

Python Versions

3.12
49.7% 17.5K
3.10
22.2% 7.8K
3.11
15.4% 5.4K
3.13
7.8% 2.8K
3.14
4.8% 1.7K

Top Countries

1. US US
26.7K
2. SG SG
1.1K
3. DE DE
861
4. IN IN
743
5. TW TW
562
6. JP JP
513
7. KR KR
486
8. NO NO
464
9. CN CN
450
10. FR FR
364

Dependencies

5
54 optional dependencies

Used By

118
View all 118 dependents

Package Information

License
Apache
First Release
September 14, 2021
Last Release
4 months ago
Last Commit
1 week ago
Latest Version
2.1.0
Total Releases
84
Contributors
275
Open PRs
15
Archived
No
Author
HuggingFace Inc. Special Ops Team
Python Versions
3 3.9 3.10 3.11
Wheels
py3
Keywords
transformers quantization pruning optimization training inference onnx onnx runtime intel habana graphcore neural compressor ipu hpu
Topics
onnx pytorch inference training intel graphcore onnxruntime transformers quantization habana optimization tflite
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links