Update readme

[yanxi-chen]

Description

As the title says.

Checklist

Please check the following items before code is ready to be reviewed.

• Code has passed all tests
• Docstrings have been added/updated in Google Style
• Documentation has been updated
• Code is ready for review

[gemini-code-assist]

Summary of Changes

Hello @yanxi-chen, 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 primarily focuses on enhancing the clarity and organization of the README.md file. The changes include refining descriptions of key features, restructuring the tutorial section into a more accessible table format, and updating the list of underlying open-source technologies. The overall goal is to improve the documentation's readability and provide a more comprehensive overview of the project's capabilities and resources.

Highlights

• README Content Refinement: The 'Key Features' section has been updated with more precise terminology and additional details, such as experience replay for RFT modes and multi-task joint learning for data pipelines.
• Tutorials Restructuring: The tutorial links have been reorganized into a more readable Markdown table format, categorizing them for easier navigation.
• Dependency Update: Megatron-LM has been added to the list of foundational open-source projects for LLM training.

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[gemini-code-assist]

Code Review

This pull request updates the README.md file to improve clarity, rephrase key features, and restructure the tutorials section into a more organized table. The changes are generally positive, enhancing the readability of the documentation. My feedback includes a couple of minor suggestions to fix a grammatical error and improve consistency in capitalization for a more polished result.

[pan-x-c]

LGTM