[model] support qwenlong L1.5

[Jintao-Huang]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @Jintao-Huang, 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 introduces comprehensive support for the QwenLong-L1.5-30B-A3B model. The changes involve updating the core model definition to recognize and utilize this new model, alongside ensuring that its availability is clearly reflected in the project's documentation for both Chinese and English users. This enhancement broadens the system's capabilities by incorporating a new powerful language model.

Highlights

• New Model Support: Added support for the QwenLong-L1.5-30B-A3B model, expanding the range of available language models.
• Documentation Update: The new QwenLong-L1.5-30B-A3B model has been added to both the Chinese and English documentation for supported models and datasets.
• Model Integration: The QwenLong-L1.5-30B-A3B model is now integrated into the qwen.py configuration, associating it with the qwen3_thinking template type.

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[Jintao-Huang]

#7236

[gemini-code-assist]

Code Review

This pull request adds support for the QwenLong-L1.5 model. The changes include updating the model registration and documentation.

I've found a critical issue regarding a model architecture mismatch that will prevent the new model from loading correctly. I've provided a comment with details on how to fix it.

Additionally, I've suggested a small refactoring to improve the code's readability by consolidating the model registration. Please review the comments for details.

[gemini-code-assist]

For better readability and consistency, it's better to add the new model to the existing ModelGroup instead of creating a new one.

                Model('Qwen/Qwen3-4B-Thinking-2507-FP8', 'Qwen/Qwen3-4B-Thinking-2507-FP8'),
                Model('iic/QwenLong-L1.5-30B-A3B', 'Tongyi-Zhiwen/QwenLong-L1.5-30B-A3B'),
            ]),