Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
10
Popularity
71
Adoption
60
Community
50
How the maintenance status was determined
Last commit
360 days ago
Monthly downloads
121,657
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
121,657
Stars
2,333
Stars per 1k downloads
19.18
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
3,938
Month daily avg
4,055
Momentum
-2.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8.0
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
MIT
•
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
360 days ago
Total releases
24
Releases/year
9.0
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
55
Monthly downloads
121,657
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
54
Issue Burden
86.2
per 1k stars
Discussions
5.1
per 1k stars
Fork Ratio
18.3%
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
717
Windows
165
macOS
8
Python Versions
3.10
37.6%
333
3.12
26.5%
235
3.11
26.4%
234
3.13
7.6%
67
3.14
1.9%
17
Top Countries
1.
US
527
US
2.
CN
44
CN
3.
SG
37
SG
4.
KR
36
KR
5.
CA
34
CA
6.
IN
24
IN
7.
NL
21
NL
8.
DE
20
DE
9.
GB
15
GB
10.
IE
11
IE
Dependencies
9
- accelerate
- datasets >=2.20
- huggingface-hub >=0.26.5
- tokenizers >=0.12.1
- torch
- transformers >=4.45.0
- triton
- typing-extensions >=4.8.0
- zstandard
12 optional dependencies
- autoawq-kernels[kernels]
- black[dev]
- evaluate[eval]
- flash-attn[kernels]
- griffe-typingdoc[dev]
- intel-extension-for-pytorch[cpu]
- lm-eval[eval]
- mkdocs-material[dev]
- mkdocstrings-python[dev]
- protobuf[eval]
- scipy[eval]
- tabulate[eval]
Package Information
License
MIT
First Release
September 1, 2023
Last Release
12 months ago
Last Commit
12 months ago
Latest Version
0.2.9
Total Releases
24
Contributors
55
Open PRs
0
Archived
Yes
Author
Casper Hansen
Python Versions
3.9
3.10
3.11
3.12
Wheels
cp310
cp311
cp38
py3
Keywords
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh