PyPI Stats
kyegomez

zetascale

Build high-performance AI models with modular building blocks
PyPI GitHub
Downloads
Day
570
Week
3.8K
Month
18.7K
Stars
590
Forks
57
Issues
0
Version
2.8.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
56
Adoption
42
Community
25
How the maintenance status was determined
Last commit
179 days ago
Monthly downloads
18,688
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
18,688
Stars
590
Stars per 1k downloads
31.57
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
542
Month daily avg
623
Momentum
-12.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4.0,>=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
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
179 days ago
Total releases
195
Releases/year
69.0
• 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
8
Monthly downloads
18,688
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
49
 
Issue Burden
0.0
per 1k stars
Discussions
3.4
per 1k stars
Fork Ratio
14.0%
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 116
Windows 46
macOS 2

Python Versions

3.13
38.3% 62
3.11
27.8% 45
3.10
21.6% 35
3.12
9.3% 15
3.14
3.1% 5

Top Countries

1. US US
74
2. TG TG
34
3. CA CA
12
4. GB GB
11
5. AU AU
5
6. DE DE
4
7. ES ES
4
8. SG SG
4
9. CN CN
2
10. FR FR
2

Package Information

License
MIT
First Release
July 10, 2023
Last Release
6 months ago
Last Commit
6 months ago
Latest Version
2.8.8
Total Releases
195
Contributors
8
Open PRs
7
Archived
No
Author
Zeta Team
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
artificial intelligence deep learning optimizers Prompt Engineering swarms agents llms transformers multi-agent swarms of agents Enterprise-Grade Agents Production-Grade Agents Multi-Grade-Agents Generative Agents Generative AI Agent Marketplace Agent Store LSTMS GRUs RNNs CNNs MLPs DNNs
Topics
transformers pytorch attention-mechanism attention-model chatgpt ffns llms openai tensorflow transformer-architecture lucidrains pytorch-implementation pytorch-tutorial
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links