PyRank
lucidrains

rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
PyPI GitHub
Downloads
Day
27.6K
Week
185.5K
Month
665.8K
Stars
812
Forks
67
Issues
17
Version
0.8.9

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
59
Adoption
88
Community
20
How the maintenance status was determined
Last commit
112 days ago
Monthly downloads
665,762
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
665,762
Stars
812
Stars per 1k downloads
1.22
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
26,495
Month daily avg
22,192
Momentum
+19.4%
((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
299 days ago
Total releases
51
Releases/year
10.5
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
665,762
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
35
 
Issue Burden
20.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
7.5%
contrib / forks
Stale Release
187d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 10.5K
Windows 6.9K
macOS 524

Python Versions

3.12
53.1% 9.4K
3.10
22.2% 3.9K
3.11
14.1% 2.5K
3.13
8.8% 1.6K
3.14
1.8% 320

Top Countries

1. US US
8.0K
2. SG SG
1.2K
3. JP JP
602
4. KR KR
593
5. NL NL
554
6. DE DE
530
7. IN IN
448
8. FR FR
440
9. CN CN
382
10. CA CA
376

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT
First Release
July 8, 2021
Last Release
9 months ago
Last Commit
3 months ago
Latest Version
0.8.9
Total Releases
51
Contributors
5
Open PRs
4
Archived
No
Author
Phil Wang
Python Versions
3.6
Wheels
py3
Keywords
artificial intelligence deep learning positional embedding
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links