Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
75
Adoption
80
Community
80
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
3,423,354
•
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
3,423,354
Stars
2,809
Stars per 1k downloads
0.82
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
120,353
Month daily avg
114,112
Momentum
+5.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
36 days ago
Total releases
24
Releases/year
9.7
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
271
Monthly downloads
3,423,354
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
72
Issue Burden
146.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
54.0%
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
75.1K
Windows
4.7K
macOS
2.3K
Python Versions
3.12
65.6%
53.8K
3.11
15.3%
12.5K
3.10
11.0%
9.0K
3.13
7.7%
6.3K
3.14
0.5%
375
Top Countries
1.
US
60.0K
US
2.
FI
5.8K
FI
3.
SG
3.2K
SG
4.
NL
1.8K
NL
5.
KR
1.2K
KR
6.
DE
781
DE
7.
CN
667
CN
8.
CA
655
CA
9.
JP
638
JP
10.
GB
603
GB
Dependencies
0
25 optional dependencies
- bitsandbytes[dev]
- blobfile[dev]
- cmake[dev]
- diskcache[dev]
- expecttest[dev]
- fire[dev]
- hypothesis[dev]
- importlib-metadata[dev]
- lm-eval[dev]
- matplotlib[dev]
- ninja[dev]
- packaging[dev]
- pandas[dev]
- parameterized[dev]
- pre-commit[dev]
- pycocotools[dev]
- pytest[dev]
- pyyaml[dev]
- ruff[dev]
- sentencepiece[dev]
- tabulate[dev]
- tiktoken[dev]
- tqdm[dev]
- transformers[dev]
- unittest-xml-reporting[dev]
Package Information
License
Unknown
First Release
November 11, 2023
Last Release
1 month ago
Last Commit
6 days ago
Latest Version
0.17.0
Total Releases
24
Contributors
271
Open PRs
318
Archived
No
Wheels
cp310
cp311
cp312
cp38
cp39
py3
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh