PyPI Stats
openvinotoolkit

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference
PyPI GitHub
Downloads
Day
15.7K
Week
111.3K
Month
456.5K
Stars
1.2K
Forks
293
Issues
25
Version
3.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
67
Adoption
76
Community
80
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
456,466
• 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
456,466
Stars
1,156
Stars per 1k downloads
2.53
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
15,893
Month daily avg
15,216
Momentum
+4.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
28 days ago
Total releases
32
Releases/year
5.5
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
83
Monthly downloads
456,466
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
94
 
Issue Burden
21.6
per 1k stars
Discussions
35.5
per 1k stars
Fork Ratio
28.3%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 11.0K
Windows 3.3K
macOS 1.0K

Python Versions

3.12
66.7% 10.2K
3.11
12.5% 1.9K
3.10
11.7% 1.8K
3.13
8.5% 1.3K
3.14
0.6% 87

Top Countries

1. US US
13.4K
2. PL PL
1.3K
3. IR IR
64
4. IN IN
46
5. NL NL
46
6. JP JP
40
7. SG SG
37
8. GB GB
36
9. IT IT
35
10. CN CN
31

Dependencies

12
5 optional dependencies

Used By

7

Package Information

License
Apache-2.0
First Release
July 28, 2020
Last Release
4 weeks ago
Last Commit
1 week ago
Latest Version
3.1.0
Total Releases
32
Contributors
83
Open PRs
25
Archived
No
Author
Intel
Python Versions
3
Wheels
py3
Keywords
bert classification compression hawq mixed-precision-training mmdetection nas nlp object-detection pruning quantization quantization-aware-training semantic-segmentation sparsity transformers
Topics
quantization pruning sparsity quantization-aware-training mixed-precision-training compression semantic-segmentation object-detection classification nlp bert transformers pytorch tensorflow onnx openvino deep-learning genai llm
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links