PyRank
pytorch

torchao

PyTorch native quantization and sparsity for training and inference
PyPI GitHub
Downloads
Day
150.5K
Week
900.9K
Month
3.8M
Stars
2.8K
Forks
505
Issues
413
Version
0.17.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
75
Adoption
80
Community
80
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
3,754,473
• 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
3,754,473
Stars
2,823
Stars per 1k downloads
0.75
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
128,705
Month daily avg
125,149
Momentum
+2.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
53 days ago
Total releases
24
Releases/year
9.5
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
273
Monthly downloads
3,754,473
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
72
 
Issue Burden
146.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
54.1%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 90.7K
Windows 5.6K
macOS 2.9K

Python Versions

3.12
57.2% 56.6K
3.11
13.7% 13.5K
3.10
11.7% 11.6K
3.14
11.2% 11.0K
3.13
6.3% 6.2K

Top Countries

1. US US
80.7K
2. SG SG
3.1K
3. FI FI
2.5K
4. NL NL
1.7K
5. GB GB
935
6. DE DE
917
7. CA CA
766
8. JP JP
736
9. IN IN
728
10. CN CN
710

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
Unknown
First Release
November 11, 2023
Last Release
1 month ago
Last Commit
1 week ago
Latest Version
0.17.0
Total Releases
24
Contributors
273
Open PRs
325
Archived
No
Wheels
cp310 cp311 cp312 cp38 cp39 py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links