PyPI Stats
NVIDIA

nemo-automodel

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
PyPI GitHub
Downloads
Day
534
Week
1.2K
Month
2.6K
Stars
479
Forks
140
Issues
140
Version
0.4.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
59
Adoption
34
Community
90
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
2,633
• 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
2,633
Stars
479
Stars per 1k downloads
181.92
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
177
Month daily avg
88
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
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 Software License
• 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
8 days ago
Total releases
7
Releases/year
11.1
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
133
Monthly downloads
2,633
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
93
 
Issue Burden
292.3
per 1k stars
Discussions
41.8
per 1k stars
Fork Ratio
95.0%
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 34

Python Versions

3.12
88.2% 30
3.10
5.9% 2
3.13
5.9% 2

Top Countries

1. US US
35
2. RU RU
5
3. KR KR
4
4. JP JP
2
5. CA CA
1

Dependencies

14
34 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache Software License
First Release
September 17, 2025
Last Release
1 week ago
Last Commit
5 days ago
Latest Version
0.4.0
Total Releases
7
Contributors
133
Open PRs
92
Archived
No
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Topics
llm vlm finetuning gemma3 huggingface llama llama3 mistral openai pytorch qwen qwen3 gpt-oss qwen3-next glm kimi-k2 deepseek-v3-2 minimax-m2 gemma4 qwen3-6
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links