Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
20
Popularity
57
Adoption
65
Community
40
How the maintenance status was determined
Last commit
335 days ago
Monthly downloads
35,832
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
35,832
Stars
710
Stars per 1k downloads
19.81
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
1,209
Month daily avg
1,194
Momentum
+1.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.9
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
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
369 days ago
Total releases
4
Releases/year
3.2
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
53
Monthly downloads
35,832
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
37
Issue Burden
2.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
103.9%
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
357
Windows
28
macOS
6
Python Versions
3.12
39.4%
152
3.13
24.9%
96
3.10
18.1%
70
3.11
11.1%
43
3.14
6.5%
25
Top Countries
1.
US
259
US
2.
CA
37
CA
3.
BR
21
BR
4.
SG
10
SG
5.
CH
8
CH
6.
JP
8
JP
7.
DE
7
DE
8.
KR
7
KR
9.
CN
4
CN
10.
IN
4
IN
Dependencies
8
- huggingface-hub
- numpy
- rich >=13.9.4
- safetensors >=0.5.3
- submitit
- torch >=2.2.0
- torchaudio
- tqdm
Used By
1
Package Information
License
Unknown
First Release
February 7, 2025
Last Release
1 year ago
Last Commit
11 months ago
Latest Version
0.0.4
Total Releases
4
Contributors
53
Open PRs
0
Archived
No
Author
Andros Tjandra, Yi-Chiao Wu, Baishan Guo, John Hoffman, Brian Ellis, Apoorv Vyas, Bowen Shi, Sanyuan Chen, Matt Le, Nick Zacharov, Carleigh Wood, Ann Lee, Wei-ning Hsu
Python Versions
3
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh