PyPI Stats
huggingface

setfit

Efficient few-shot learning with Sentence Transformers
PyPI GitHub
Downloads
Day
8.7K
Week
48.0K
Month
214.1K
Stars
2.7K
Forks
258
Issues
148
Version
1.1.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
72
Adoption
63
Community
60
How the maintenance status was determined
Last commit
21 days ago
Monthly downloads
214,139
• 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
214,139
Stars
2,725
Stars per 1k downloads
12.73
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
6,851
Month daily avg
7,138
Momentum
-4.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
Apache 2.0
• 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
274 days ago
Total releases
18
Releases/year
4.7
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
64
Monthly downloads
214,139
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
61
 
Issue Burden
54.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.8%
contrib / forks
Stale Release
252d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 2.6K
Windows 47
macOS 13

Python Versions

3.10
40.1% 1.0K
3.11
31.8% 809
3.12
13.2% 336
3.13
13.2% 336
3.14
1.6% 40

Top Countries

1. US US
2.3K
2. IN IN
70
3. SG SG
57
4. IE IE
51
5. NL NL
43
6. AU AU
33
7. CA CA
11
8. CN CN
10
9. DE DE
10
10. JP JP
9

Dependencies

7
56 optional dependencies

Used By

18
View all 18 dependents

Package Information

License
Apache 2.0
First Release
July 8, 2022
Last Release
9 months ago
Last Commit
3 weeks ago
Latest Version
1.1.3
Total Releases
18
Contributors
64
Open PRs
10
Archived
No
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
nlp machine learning fewshot learning transformers
Topics
few-shot-learning nlp sentence-transformers
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links