PyRank
huggingface

optimum-habana

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
PyPI GitHub
More links
Download Stats Documentation End of support notice
Monthly downloads
5.2K
Weekly downloads
1.1K
GitHub stars
212

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
1.21.2
Requires Python
Not specified
Licence
Apache
Last Release
2 weeks ago
Author
HuggingFace Inc. Special Ops Team
First Release
April 26, 2022
Total Releases
52
Python Versions
3.8 3.9
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
56
Adoption
47
Community
100
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
5,199
• 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
5,199
Stars
212
Stars per 1k downloads
40.78
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
158
Month daily avg
173
Momentum
-9.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
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
15 days ago
Total releases
52
Releases/year
11.6
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
193
Monthly downloads
5,199
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
80
 
Issue Burden
84.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
70.7%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 87
Windows 1

Python Versions

3.10
92.0% 80
2.7
2.3% 2
3.12
2.3% 2
3.7
2.3% 2
3.14
1.1% 1

Top Countries

1. US US
108
2. CN CN
3
3. FR FR
3
4. HR HR
3
5. GB GB
2
6. HK HK
1
7. IL IL
1
8. IN IN
1

Weekly Downloads

GitHub Stars

Dependencies

8
15 optional dependencies

Used By

2

Repository details

Forks
273
Issues
18
Last Commit
1 week ago
Contributors
193
Open PRs
18
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
transformers diffusers mixed-precision training fine-tuning gaudi hpu
Sources and methodology