Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
8
Popularity
56
Adoption
33
Community
10
How the maintenance status was determined
Last commit
390 days ago
Monthly downloads
2,397
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
2,397
Stars
700
Stars per 1k downloads
292.03
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
63
Month daily avg
80
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
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
516 days ago
Total releases
36
Releases/year
10.0
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
6
Monthly downloads
2,397
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
21
Issue Burden
17.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.6%
contrib / forks
Stale Release
125d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
macOS
26
Linux
9
Python Versions
3.14
46.4%
13
3.11
32.1%
9
2.7
7.1%
2
3.10
7.1%
2
3.12
7.1%
2
Top Countries
1.
US
13
US
2.
BR
8
BR
3.
GB
3
GB
4.
KR
3
KR
5.
CN
2
CN
6.
FR
2
FR
7.
IN
2
IN
8.
JP
2
JP
9.
PL
2
PL
10.
SG
2
SG
Dependencies
8
- argmaxtools >=0.1.13
- jaxtyping
- mlx ==0.17.3
- pillow
- safetensors
- sentencepiece
- torch
- transformers
Package Information
License
Unknown
First Release
September 27, 2022
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.5.2
Total Releases
36
Contributors
6
Open PRs
0
Archived
Yes
Author
Argmax, Inc.
Python Versions
3
3.9
3.10
3.11
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh