Package Insights
Package Risks
- No releases in 134 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
82
Adoption
43
Community
60
How the maintenance status was determined
Last commit
52 days ago
Monthly downloads
22,528
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
22,528
Stars
7,051
Stars per 1k downloads
312.99
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
352
Month daily avg
751
Momentum
-53.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
LGPL-3.0-only
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
187 days ago
Total releases
6
Releases/year
2.3
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
43
Monthly downloads
22,528
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
71
Issue Burden
33.9
per 1k stars
Discussions
2.3
per 1k stars
Fork Ratio
6.1%
contrib / forks
Stale Release
134d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
380
macOS
14
Windows
13
Python Versions
3.12
75.4%
306
3.11
17.2%
70
3.10
5.2%
21
3.13
1.5%
6
3.14
0.7%
3
Top Countries
1.
US
309
US
2.
CA
17
CA
3.
SG
16
SG
4.
HK
9
HK
5.
IN
9
IN
6.
JP
9
JP
7.
NL
9
NL
8.
AU
4
AU
9.
CH
4
CH
10.
DK
4
DK
Dependencies
16
- accelerate ~=1.6.0
- click ==8.2.1
- datasets
- huggingface-hub
- immutables ==0.21
- peft
- protobuf
- pydantic ~=2.10.6
- safetensors ~=0.5.2
- scipy
- sentencepiece
- tokenizers >=0.20.1
- torch >=2.0.0
- tqdm ==4.67.1
- transformers >=4.45.2
- typing-extensions
Used By
2
Package Information
License
LGPL-3.0-only
First Release
October 6, 2023
Last Release
6 months ago
Last Commit
1 month ago
Latest Version
0.1.4
Total Releases
6
Contributors
43
Open PRs
25
Archived
No
Wheels
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh