PyRank
google

google-tunix

A Lightweight LLM Post-Training Library
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

google-tunix has 171K monthly downloads and 2K GitHub stars. Version 0.1.7 supports Python 3.11+, first published in 2025.

It is actively maintained under a permissive license, last released in Jun 2026.

It is built on top of datasets, flax and fsspec. It is used by 1 tracked package, including fabrique.

Downloads
Day
6.1K
Week
34.7K
Month
171.5K
Stars
2.4K
Forks
316
Issues
44
Version
0.1.7

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
72
Adoption
52
Community
70
Provenance
100
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
171,476
• 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
171,476
Stars
2,360
Stars per 1k downloads
13.76
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
4,956
Month daily avg
5,716
Momentum
-13.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
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
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
25 days ago
Total releases
12
Releases/year
15.1
• 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
87
Monthly downloads
171,476
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
77
 
Issue Burden
18.6
per 1k stars
Discussions
3.8
per 1k stars
Fork Ratio
27.5%
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 1.5K

Python Versions

3.12
97.7% 1.4K
3.11
2.0% 29
3.13
0.3% 4

Top Countries

1. US US
1.4K
2. CL CL
50
3. SG SG
20
4. SE SE
12
5. CN CN
1

Package Information

License
Apache-2.0
First Release
September 20, 2025
Last Release
3 weeks ago
Last Commit
4 days ago
Latest Version
0.1.7
Total Releases
12
Contributors
87
Open PRs
195
Archived
No
Python Versions
3.11 3.12 3.13
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links