Package Health Score

70 / 100

security
No known security issues
popularity
Small
maintenance
Sustainable
community
Active

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Popularity

Small

GitHub Stars: 2.12K
Forks: 142
Contributors: 50

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package kira_llm, we found that it has been starred 2,124 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Mar 5, 2024
Direct Vulnerabilities: 0
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0
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0
M
0
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Indirect Vulnerabilities: 0
C
0
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0
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License Risk: 0
H
0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 153
Open PR: 8
Last Release: 9 months ago
Last Commit: 26 days ago

Further analysis of the maintenance status of kira_llm based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that kira_llm demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 50
Funding: Yes

With more than 10 contributors for the kira_llm repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like kira_llm is missing a Code of Conduct.

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Package

Python Versions Compatibility: ~=3.10

Age: 12 months
Latest Release: 9 months ago
Dependencies: 16 Direct
Versions: 5
Maintainers: 1
Wheels: OS Independent

Readme

That's right. I'm Kira ✍️

Kira is a suite of LLMs built with JAX and Equinox.

It is designed to be as clean and simple as possible, while still being flexible and powerful. It also provides a simple training loop, which interoperates with the Jaxonloader library.

Available Models

Currently, Kira provides the following models: - Kira: A standard transformer, which allows for interpolation between MHA and MQA. - Mamba: The new selective state space model

Kira can also be used as an encoder. Simply pass mask=None when you call Kira and there will be no masking in the MHA (i.e. making it an encoder).

To get started with Kira, you can either install it with

pip3 install kira_llm

or simply clone the repository and cherry-pick what you need.

kira_llm dependencies

beartype equinox fire jax jaxlib jaxonloader jaxtyping loguru matplotlib nox optax pre-commit pytest tqdm typing-extensions wandb

FAQs

What is kira_llm?

That's right, I'm Kira ✍️. Visit Snyk Advisor to see a full health score report for kira_llm, including popularity, security, maintenance & community analysis.

Is kira_llm popular?

The python package kira_llm receives a total of 198 weekly downloads. As such, kira_llm popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is kira_llm well maintained?

We found indications that kira_llm maintenance is sustainable demonstrating some project activity. We saw a total of 50 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is kira_llm safe to use?

The python package kira_llm was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 26 November-2024, at 13:03 (UTC).

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