PyRank
n24q02m

qwen3-embed

Lightweight Qwen3 text embedding and reranking via ONNX Runtime and GGUF
PyPI GitHub
More links
Download Stats
Monthly downloads
2.4K
Weekly downloads
699
GitHub stars
5

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

Package Information

Latest Version
1.14.0
Requires Python
>=3.11
Licence
Apache-2.0
Last Release
1 month ago
Author
n24q02m
First Release
February 13, 2026
Total Releases
42
Python Versions
3 3.11 3.12 3.13 3.14
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
16
Popularity
10
Adoption
33
Community
10
Provenance
0
How the maintenance status was determined
Last commit
34 days ago
Monthly downloads
2,416
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
2,416
Stars
5
Stars per 1k downloads
2.07
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
100
Month daily avg
81
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
>=3.11
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
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
34 days ago
Total releases
42
Releases/year
62.8
• 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
2
Monthly downloads
2,416
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
17
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 22
Windows 4
macOS 1

Python Versions

3.13
88.9% 24
3.12
7.4% 2
3.10
3.7% 1

Top Countries

1. US US
33
2. SG SG
6
3. SE SE
4
4. FR FR
2
5. GB GB
2
6. ID ID
2
7. PK PK
2
8. DE DE
1
9. EG EG
1
10. NL NL
1

Weekly Downloads

GitHub Stars

Dependencies

7
1 optional dependencies

Used By

0
Not used by any tracked packages

Repository details

Forks
0
Issues
0
Last Commit
1 month ago
Contributors
2
Open PRs
2
Archived
Yes

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
embedding onnx onnxruntime qwen3 reranking vector
Sources and methodology