doc: add doc for adding new models into nightly-ci

[mickqian]

Motivation

Modifications

Accuracy Tests

Benchmarking and Profiling

Checklist

• Format your code according to the Format code with pre-commit.
• Add unit tests according to the Run and add unit tests.
• Update documentation according to Write documentations.
• Provide accuracy and speed benchmark results according to Test the accuracy and Benchmark the speed.

[gemini-code-assist]

Summary of Changes

Hello @mickqian, 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 improves the project's documentation by introducing a comprehensive guide for developers on how to extend the nightly continuous integration system to incorporate new model types. This enhancement aims to simplify the process of integrating and testing new models, thereby ensuring more robust coverage and better maintainability of the CI infrastructure.

Highlights

• Documentation Update: Added a new section to test/README.md providing clear instructions on how to integrate new text models and Visual Language Models (VLMs) into the nightly CI pipeline.

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[gemini-code-assist]

Code Review

This pull request adds documentation explaining how to add new models to the nightly CI tests. The documentation is a good addition. I have one suggestion to improve the longevity of the links provided by pointing them to the main branch instead of a specific commit hash.

[adarshxs]

LGTM