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 12 months ago

License: MIT

PyPI

GitHub

Package Health Score

67 / 100

security
No known security issues
popularity
Limited
maintenance
Sustainable
community
Active

Popularity

Limited

GitHub Stars: 290
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 290 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

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Maintenance

Sustainable

Commit Frequency

Open Issues: 19
Open PR: 0
Last Release: 12 months ago
Last Commit: 1 month 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 Sustainable.

An important project maintenance signal to consider for zbpp-light 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: 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.

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Package

Python Versions Compatibility: >=3.8

Age: 12 months
Latest Release: 12 months ago
Dependencies: N/A
Versions: 1
Maintainers: 0
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 maintenance is sustainable demonstrating some project activity. We saw a total of 80 open source contributors collaborating on the 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 15 December-2024, at 08:56 (UTC).

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