Package Health Score

61 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 11.3K
Forks: 1.05K
Contributors: 270

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package cosmian-py-ggml, we found that it has been starred 11,303 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jul 3, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 229
Open PR: 34
Last Release: 1 year ago
Last Commit: 20 days ago

Further analysis of the maintenance status of cosmian-py-ggml based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for cosmian-py-ggml is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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: No
Code of Conduct: No
Contributors: 270
Funding: No

A good and healthy external contribution signal for cosmian-py-ggml project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like cosmian-py-ggml is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.8,<4.0

Age: 2 years
Latest Release: 1 year ago
Dependencies: N/A
Versions: 8
Maintainers: 0
Wheels: Linux

Readme

Cosmian Python bindings for `ggml`

This library provides python bindings for the examples models of ggml.

Using this library, you can deploy state-of-the-art LLMs on Intel SGX hardware with Cosmian MSE.

Available models architecture

gpt-neox

from cosmian_py_ggml import GPTNeoX
from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("EleutherAI/gpt-neox-20b")
model = GPTNeoX("ggml_model_path")

res = model(tokenizer.encode(query))
print("Response:", tokenizer.decode(res))

falcon

from cosmian_py_ggml import Falcon
from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("tiiuae/falcon-40b")
model = Falcon("ggml_model_path")

res = model(tokenizer.encode(query))
print("Response:", tokenizer.decode(res))

from cosmian_py_ggml import MPT
from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("mosaicml/mpt-30b")
model = MPT("ggml_model_path")

res = model(tokenizer.encode(query))
print("Response:", tokenizer.decode(res))

Build from sources

git clone --recursive git@github.com:Cosmian/cosmian_py_ggml.git
scripts/build.sh

FAQs

What is cosmian-py-ggml?

Python bindings for GGML. Visit Snyk Advisor to see a full health score report for cosmian-py-ggml, including popularity, security, maintenance & community analysis.

Is cosmian-py-ggml popular?

The python package cosmian-py-ggml receives a total of 74 weekly downloads. As such, cosmian-py-ggml popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is cosmian-py-ggml well maintained?

We found indications that cosmian-py-ggml is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is cosmian-py-ggml safe to use?

The python package cosmian-py-ggml 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 22 December-2024, at 01:45 (UTC).

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cosmian-py-ggml

Python bindings for GGML For more information about how to use this package see README

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Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

Cosmian Python bindings for `ggml`

Available models architecture

Build from sources

FAQs

What is cosmian-py-ggml?

Is cosmian-py-ggml popular?

Is cosmian-py-ggml well maintained?

Is cosmian-py-ggml safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Cosmian Python bindings for ggml

Available models architecture

Build from sources

FAQs

What is cosmian-py-ggml?

Is cosmian-py-ggml popular?

Is cosmian-py-ggml well maintained?

Is cosmian-py-ggml safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues

Cosmian Python bindings for `ggml`