PyRank
huggingface

optimum-quanto

A pytorch quantization backend for optimum
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

optimum-quanto has 283K monthly downloads and 1K GitHub stars. Version 0.2.7 supports Python 3.9.0+, first published in 2024.

It is stably maintained under a permissive license, last released in Mar 2025.

It is built on top of huggingface-hub, ninja and numpy. It is used by 9 tracked packages, including mmgp, litmus-lab and simpletuner.

GitHub topics include pytorch, quantization and optimum.

Downloads
Day
9.3K
Week
67.7K
Month
282.8K
Stars
1.0K
Forks
91
Issues
0
Version
0.2.7

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
60
Popularity
61
Adoption
74
Community
40
Provenance
0
How the maintenance status was determined
Last commit
33 days ago
Monthly downloads
282,752
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
282,752
Stars
1,045
Stars per 1k downloads
3.70
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
9,674
Month daily avg
9,425
Momentum
+2.6%
((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-2.0
• 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
488 days ago
Total releases
7
Releases/year
3.3
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
44
Monthly downloads
282,752
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
47
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
48.4%
contrib / forks
Stale Release
454d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 5.0K
Windows 3.6K
macOS 168

Python Versions

3.12
49.4% 4.3K
3.10
27.0% 2.4K
3.11
16.7% 1.5K
3.13
5.7% 496
3.14
1.2% 104

Top Countries

1. US US
4.0K
2. SG SG
453
3. IN IN
402
4. DE DE
278
5. JP JP
262
6. NL NL
214
7. RU RU
200
8. CA CA
185
9. FR FR
185
10. GB GB
162

Dependencies

5
9 optional dependencies

Used By

9
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache-2.0
First Release
May 31, 2024
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
0.2.7
Total Releases
7
Contributors
44
Open PRs
2
Archived
No
Author
David Corvoysier
Python Versions
3.9 3.10 3.11
Wheels
py3
Keywords
torch quantization
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links