PyPI Stats
NVIDIA

nvidia-modelopt

A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
PyPI GitHub
Downloads
Day
13.5K
Week
73.2K
Month
375.7K
Stars
2.6K
Forks
375
Issues
56
Version
0.43.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
73
Adoption
55
Community
70
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
375,702
• 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
375,702
Stars
2,594
Stars per 1k downloads
6.90
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
10,452
Month daily avg
12,523
Momentum
-16.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.14,>=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
20 days ago
Total releases
32
Releases/year
15.9
• 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
91
Monthly downloads
375,702
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
68
 
Issue Burden
21.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.3%
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 7.6K
Windows 48
macOS 12

Python Versions

3.12
88.7% 6.8K
3.10
4.9% 374
3.11
4.7% 358
3.13
1.6% 120
3.14
0.2% 17

Top Countries

1. US US
6.7K
2. NO NO
488
3. KR KR
63
4. CN CN
55
5. AU AU
52
6. SG SG
52
7. JP JP
36
8. IN IN
30
9. DE DE
29
10. TW TW
27

Dependencies

15
46 optional dependencies

Used By

5

Package Information

License
Apache-2.0
First Release
April 30, 2024
Last Release
2 weeks ago
Last Commit
5 days ago
Latest Version
0.43.0
Total Releases
32
Contributors
91
Open PRs
149
Archived
No
Author
NVIDIA Corporation
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
cp311 cp312 py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links