PyPI Stats
ai-dynamo

modelexpress

Model Express is a Rust-based component meant to be placed next to existing model inference systems to speed up their startup times and improve overall performance.
PyPI GitHub
Downloads
Day
48
Week
94
Month
641
Stars
57
Forks
23
Issues
6
Version
0.3.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
38
Adoption
28
Community
70
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
641
• 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
641
Stars
57
Stars per 1k downloads
88.92
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
13
Month daily avg
21
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.
Python version support tiers
requires_python
>=3.10
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
19 days ago
Total releases
1
Releases/year
19.2
• 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
19
Monthly downloads
641
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
67
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
82.6%
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

Python Versions

3.12
100.0% 2

Top Countries

1. US US
4
2. CA CA
1
3. KR KR
1

Dependencies

7
3 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
April 17, 2026
Last Release
2 weeks ago
Last Commit
6 days ago
Latest Version
0.3.0
Total Releases
1
Contributors
19
Open PRs
19
Archived
No
Python Versions
3 3.10 3.11 3.12
Keywords
llm gpu transfer rdma nixl vllm
Topics
-
Tracking Since
April 19, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links