No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
ring-flash-attn has 111K monthly downloads and 1K GitHub stars. Version 0.1.8 supports Python 3.8+, first published in 2024.
It is minimally maintained under a permissive license, last released in Sep 2025.
It is used by 2 tracked packages, including miles-rl and rl-square.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
62
Adoption
50
Community
35
Provenance
0
How the maintenance status was determined
Last commit
299 days ago
Monthly downloads
110,683
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
110,683
Stars
1,029
Stars per 1k downloads
9.30
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
2,869
Month daily avg
3,689
Momentum
-22.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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
MIT License
•
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
9
Releases/year
5.0
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
10
Monthly downloads
110,683
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
43
Issue Burden
12.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
10.1%
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
2.0K
macOS
2
Python Versions
3.13
49.7%
985
3.12
35.9%
711
3.11
12.7%
251
3.10
1.7%
34
Top Countries
1.
US
1.8K
US
2.
FI
58
FI
3.
SG
36
SG
4.
KR
32
KR
5.
JP
25
JP
6.
GB
17
GB
7.
CA
11
CA
8.
CN
10
CN
9.
AU
9
AU
10.
DE
9
DE
Package Information
License
MIT License
First Release
September 20, 2024
Last Release
10 months ago
Last Commit
10 months ago
Latest Version
0.1.8
Total Releases
9
Contributors
10
Open PRs
5
Archived
No
Author
zhuzilin
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh