Update README with latest news and performance metrics

[gushiqiao]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @gushiqiao, 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 enhancing the project's documentation by updating the README.md file. The changes include a more streamlined announcement about recent GGUF model inference and deployment capabilities, alongside a standardization of terminology within the performance comparison tables. The goal is to provide clearer and more consistent information for users reviewing the project's capabilities and benchmarks.

Highlights

• News Update Refinement: The latest news entry for December 4, 2025, regarding GGUF format model inference and deployment on Cambricon MLU590 and MetaX C500, has been made more concise and clear.
• Performance Metrics Terminology Standardization: The term 'Cards' has been consistently replaced with 'GPUs' across all performance comparison tables (H100, RTX 4090D, and LightX2V specific metrics) to improve clarity and consistency.

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[gemini-code-assist]

Code Review

This pull request updates the README.md file, improving conciseness in the 'Latest News' section and enhancing clarity in the performance benchmark tables by replacing 'Cards' with the more specific term 'GPUs'. The changes are good and improve the documentation. I have one minor suggestion to further improve readability.

[gemini-code-assist]

For better readability and a more professional tone in the documentation, it's recommended to use 'and' instead of the ampersand ('&').

Suggested change

	- **December 4, 2025:** 🚀 Supported GGUF format model inference & deployment on Cambricon MLU590/MetaX C500.
	- **December 4, 2025:** 🚀 Supported GGUF format model inference and deployment on Cambricon MLU590/MetaX C500.