PyPI Stats
vectorch-ai

scalellm

A high-performance inference system for large language models.
PyPI GitHub
Downloads
Day
38
Week
150
Month
865
Stars
498
Forks
40
Issues
48
Version
0.2.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
53
Adoption
29
Community
25
How the maintenance status was determined
Last commit
138 days ago
Monthly downloads
865
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
865
Stars
498
Stars per 1k downloads
575.72
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
21
Month daily avg
29
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
>=3.8
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
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
236 days ago
Total releases
20
Releases/year
10.2
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
6
Monthly downloads
865
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
48
 
Issue Burden
96.4
per 1k stars
Discussions
8.0
per 1k stars
Fork Ratio
15.0%
contrib / forks
Stale Release
97d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CN CN
2
2. CA CA
1

Dependencies

7

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
May 17, 2024
Last Release
7 months ago
Last Commit
4 months ago
Latest Version
0.2.6
Total Releases
20
Contributors
6
Open PRs
8
Archived
No
Author
ScaleLLM Team
Python Versions
3.8 3.9 3.10 3.11 3.12
Wheels
cp310 cp311 cp312 cp38 cp39
Topics
cuda inference llm llm-inference model production serving speculative transformer efficiency performance gpu llama3 llama
Tracking Since
January 28, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links