[WIP] feat: upgrade jax version to v0.7.2

[Prayer3th]

https://github.com/jax-ml/jax/releases/tag/jax-v0.7.2

[gemini-code-assist]

Summary of Changes

Hello @Prayer3th, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on upgrading the JAX library to version 0.7.2. This involves updating the project's dependency configuration and adapting the codebase to reflect changes in the JAX sharding API, ensuring compatibility and leveraging the latest features and improvements from the new JAX version.

Highlights

• JAX Version Upgrade: The JAX dependency has been updated from version "0.6.2" to "0.7.2" in the pyproject.toml file.
• JAX Sharding API Update: The jax.sharding.use_mesh API call has been replaced with jax.sharding.set_mesh in model_runner.py to align with the updated JAX version's API changes for mesh handling.

Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature	Command	Description
Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
Comment	@gemini-code-assist	Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help	/gemini help	Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩

[gemini-code-assist]

Code Review

This pull request upgrades the JAX dependency to version ~=0.7.2. The change includes updating pyproject.toml and modifying sgl_jax/srt/model_executor/model_runner.py to use jax.sharding.set_mesh, which is the correct API for the new JAX version, replacing the deprecated jax.sharding.use_mesh. The related obsolete comments have been cleaned up as well. The changes are correct and well-contained. I have no further suggestions.

[Prayer3th]

@JamesBrianD Can you fix the CI? We need to upgrade the Python version to 3.12.

[JamesBrianD]

@JamesBrianD Can you fix the CI? We need to upgrade the Python version to 3.12.

This issue has been resolved, and CI is functioning normally.

[chhzh123]

Maybe we should do more evaluation before updating to v0.7.2? It has been reported to have some issues in our daily meeting.

[JamesBrianD]

Maybe we should do more evaluation before updating to v0.7.2? It has been reported to have some issues in our daily meeting.

Tunix appears to depend on a newer version of JAX. We will evaluate whether an upgrade is necessary and will not merge this PR immediately.