Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
86
Adoption
67
Community
80
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
615,806
•
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
615,806
Stars
10,312
Stars per 1k downloads
16.75
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
19,855
Month daily avg
20,527
Momentum
-3.3%
((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
•
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
11 days ago
Total releases
197
Releases/year
62.2
•
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
169
Monthly downloads
615,806
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
88
Issue Burden
58.3
per 1k stars
Discussions
24.0
per 1k stars
Fork Ratio
12.0%
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
9.9K
Windows
6.3K
macOS
706
Python Versions
3.12
37.5%
5.7K
3.11
24.4%
3.7K
3.13
18.9%
2.9K
3.10
9.6%
1.5K
3.15
9.6%
1.5K
Top Countries
1.
US
7.2K
US
2.
CN
3.0K
CN
3.
JP
1.1K
JP
4.
IN
755
IN
5.
SG
576
SG
6.
CA
503
CA
7.
DE
429
DE
8.
NL
310
NL
9.
PT
279
PT
10.
RU
257
RU
Dependencies
4
- diskcache >=5.6.1
- jinja2 >=2.11.3
- numpy >=1.20.0
- typing-extensions >=4.5.0
22 optional dependencies
- fastapi[test]
- fastapi[server]
- httpx[dev]
- httpx[test]
- huggingface-hub[test]
- llama-cpp-python[all]
- mkdocs[dev]
- mkdocs-material[dev]
- mkdocstrings[dev]
- pydantic-settings[test]
- pydantic-settings[server]
- pytest[test]
- pytest[dev]
- pyyaml[server]
- ruff[dev]
- scipy[test]
- sse-starlette[test]
- sse-starlette[server]
- starlette-context[test]
- starlette-context[server]
- twine[dev]
- uvicorn[server]
Used By
260
- lilbee
- vieneu
- llama-cpp-agent
- agsuperbrain
- modelpulse
- cosma-backend
- llama-index-llms-llama-cpp
- instructlab
- bikescout
- outetts
- logdetective
- freegenius
- sapiens-transformers
- nnzip
- utilities-nlp
- transai
- augllm
- programasweights
- armor-ai
- hdfc-ai
- locallab
- mahavishnu
- ovos-gguf-embeddings-plugin
- context-stream
- corp-extractor
- contextos-dd
- allmdev
- developergpt
- langchain-llamacpp-chat-model
- testing-modelpulse
- docs2kg
- llama-cpp-haystack
- cortex-llm
- dashai-deepseek-model-package
- edgevox
- local-llm
- steadytext
- py-llm-core
- drugdetector
- llmlight
- talk-codebase
- sinapsis-llama-cpp
- miniforge
- vail-model-registry
- adv-rag-eval
- llama-assistant
- bpm-ai-inference
- appsec-discovery
- vital-llm-reasoner
- sapiens-dataset
Package Information
License
MIT
First Release
March 23, 2023
Last Release
1 week ago
Last Commit
4 days ago
Latest Version
0.3.23
Total Releases
197
Contributors
169
Open PRs
112
Archived
No
Python Versions
3
3.8
3.9
3.10
3.11
3.12
3.13
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh