PyRank
google-research

t5

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
PyPI GitHub
More links
Download Stats
Monthly downloads
11.6K
Weekly downloads
2.1K
GitHub stars
6.6K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.9.4
Requires Python
Not specified
Licence
Apache 2.0
Last Release
3 years ago
Author
Google Inc.
First Release
October 22, 2019
Total Releases
30
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
82
Adoption
40
Community
70
Provenance
0
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
11,632
• 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
11,632
Stars
6,558
Stars per 1k downloads
563.79
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
298
Month daily avg
388
Momentum
-23.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 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
1295 days ago
Total releases
30
Releases/year
4.3
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
59
Monthly downloads
11,632
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
82
 
Issue Burden
9.1
per 1k stars
Discussions
13.0
per 1k stars
Fork Ratio
7.4%
contrib / forks
Stale Release
1285d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 232
macOS 3

Python Versions

3.10
48.9% 110
3.12
27.6% 62
3.11
11.1% 25
3.8
6.2% 14
3.9
6.2% 14

Top Countries

1. US US
251
2. HK HK
23
3. FR FR
7
4. SG SG
5
5. DE DE
3
6. TW TW
3
7. GB GB
2
8. IN IN
2
9. KR KR
2
10. AU AU
1

Weekly Downloads

GitHub Stars

Dependencies

18
8 optional dependencies

Used By

2

Repository details

Forks
799
Issues
60
Last Commit
1 week ago
Contributors
59
Open PRs
50
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
text nlp machinelearning
Sources and methodology