PyPI Stats
lucidrains

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
PyPI GitHub
Downloads
Day
909
Week
2.1K
Month
8.1K
Stars
7.9K
Forks
679
Issues
17
Version
0.7.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
82
Adoption
69
Community
20
How the maintenance status was determined
Last commit
206 days ago
Monthly downloads
8,058
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
8,058
Stars
7,868
Stars per 1k downloads
976.42
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
300
Month daily avg
269
Momentum
+11.8%
((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
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
229 days ago
Total releases
97
Releases/year
28.6
• 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
5
Monthly downloads
8,058
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
39
 
Issue Burden
2.2
per 1k stars
Discussions
0.3
per 1k stars
Fork Ratio
0.7%
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 4

Python Versions

2.7
50.0% 2
3.7
50.0% 2

Top Countries

1. CN CN
388
2. US US
4
3. CA CA
1

Dependencies

9

Used By

2

Package Information

License
MIT
First Release
December 15, 2022
Last Release
7 months ago
Last Commit
6 months ago
Latest Version
0.7.1
Total Releases
97
Contributors
5
Open PRs
3
Archived
No
Author
Phil Wang
Python Versions
3.6
Wheels
py3
Keywords
artificial intelligence deep learning transformers attention mechanism reinforcement learning human feedback
Topics
artificial-intelligence attention-mechanisms deep-learning reinforcement-learning transformers human-feedback
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links