zbpp-light

v0.0.1

Zero Bubble Pipeline Parallelism (ZBPP) light weight implementation. For more details refer to https://github.com/sail-sg/zero-bubble-pipeline-parallelism. For more information about how to use this package see README

Latest version published 11 months ago

License: MIT

PyPI

GitHub

Package Health Score

65 / 100

security
No known security issues
popularity
Limited
maintenance
Inactive
community
Active

Popularity

Limited

GitHub Stars: 271
Forks: 14
Contributors: 80

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package zbpp-light, we found that it has been starred 271 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Dec 20, 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

We found a way for you to contribute to the project! Looks like zbpp-light is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

Open Issues: 18
Open PR: 0
Last Release: 11 months ago
Last Commit: 3 months ago

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

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

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 80
Funding: No

With more than 10 contributors for the zbpp-light 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 zbpp-light is missing a Code of Conduct.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: >=3.8

Age: 11 months
Latest Release: 11 months ago
Dependencies: N/A
Versions: 1
Maintainers: 1
Wheels: OS Independent

Readme

Light-weight Library of Zero Bubble Pipeline Parallelism

How to use

Install by pip install zbpp_light
Insert the following code snippet to your training script at the very beginning:

import zbpp_light
zbpp_light.patch_megatron()

# Your original training script starts here
import megatron, etc

Supported Frameworks

[x] Megatron-LM
[ ] Megatron-DeepSpeed

Current Limitations

Only supports ZB-H1 schedule, which reduces 2/3 1F1B bubble with same memory and communication cost.

FAQs

What is zbpp-light?

Zero Bubble Pipeline Parallelism (ZBPP) light weight implementation. For more details refer to https://github.com/sail-... Visit Snyk Advisor to see a full health score report for zbpp-light, including popularity, security, maintenance & community analysis.

Is zbpp-light popular?

The python package zbpp-light receives a total of 18 weekly downloads. As such, zbpp-light popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is zbpp-light well maintained?

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

Is zbpp-light safe to use?

The python package zbpp-light 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 28 October-2024, at 18:30 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP