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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 significantly enhances the framework's multimodal capabilities by integrating the Qwen3-VL-4B and Qwen3-VL-8B model series. This expansion allows the system to leverage these advanced vision-language models, providing broader support for tasks involving both visual and textual data. The changes include updating the model registry and corresponding documentation to ensure seamless adoption and clear guidance for users.

Highlights

  • New Model Support: Added support for the Qwen3-VL-4B and Qwen3-VL-8B series of models, including their Instruct, Thinking, and FP8 variants.
  • Documentation Updates: The Chinese and English documentation for supported models and datasets has been updated to reflect the newly integrated Qwen3-VL models.
  • Model Registration: The new Qwen3-VL models have been formally registered within the system's model registry, making them available for use.
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Code Review

This pull request adds support for the Qwen/Qwen3-VL-4B-Instruct series of models. The changes include registering these new models in the Python code and updating the documentation in both Chinese and English to reflect their addition. The code changes for model registration are correct. I've suggested a minor consistency improvement in the documentation files to align the transformers dependency version format with other models in the list.

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medium

For consistency, it's recommended to change transformers>=4.57.0.dev to transformers>=4.57.0.dev0 to match the dependency version format of other models like Qwen/Qwen3-Omni-30B-A3B-Captioner.

Suggested change
|[Qwen/Qwen3-VL-4B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct)|
|[Qwen/Qwen3-VL-4B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking)|
|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct-FP8)|
|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking-FP8)|
|[Qwen/Qwen3-VL-8B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct)|
|[Qwen/Qwen3-VL-8B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking)|
|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8)|
|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking-FP8)|
|[Qwen/Qwen3-VL-4B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct)|
|[Qwen/Qwen3-VL-4B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking)|
|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct-FP8)|
|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking-FP8)|
|[Qwen/Qwen3-VL-8B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct)|
|[Qwen/Qwen3-VL-8B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking)|
|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8)|
|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking-FP8)|

Comment on lines 709 to 716
|[Qwen/Qwen3-VL-4B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct)|
|[Qwen/Qwen3-VL-4B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking)|
|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct-FP8)|
|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking-FP8)|
|[Qwen/Qwen3-VL-8B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct)|
|[Qwen/Qwen3-VL-8B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking)|
|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8)|
|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking-FP8)|
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medium

For consistency, it's recommended to change transformers>=4.57.0.dev to transformers>=4.57.0.dev0 to match the dependency version format of other models like Qwen/Qwen3-Omni-30B-A3B-Captioner.

Suggested change
|[Qwen/Qwen3-VL-4B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct)|
|[Qwen/Qwen3-VL-4B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking)|
|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct-FP8)|
|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking-FP8)|
|[Qwen/Qwen3-VL-8B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct)|
|[Qwen/Qwen3-VL-8B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking)|
|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8)|
|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking-FP8)|
|[Qwen/Qwen3-VL-4B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct)|
|[Qwen/Qwen3-VL-4B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-4B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking)|
|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct-FP8)|
|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-4B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-4B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-4B-Thinking-FP8)|
|[Qwen/Qwen3-VL-8B-Instruct](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Instruct](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct)|
|[Qwen/Qwen3-VL-8B-Thinking](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2714;|vision, video|[Qwen/Qwen3-VL-8B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking)|
|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Instruct-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Instruct-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8)|
|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://modelscope.cn/models/Qwen/Qwen3-VL-8B-Thinking-FP8)|qwen3_vl|qwen3_vl|transformers>=4.57.0.dev0, qwen_vl_utils>=0.0.14, decord|&#x2718;|vision, video|[Qwen/Qwen3-VL-8B-Thinking-FP8](https://huggingface.co/Qwen/Qwen3-VL-8B-Thinking-FP8)|

@Jintao-Huang Jintao-Huang merged commit e1b2e9f into modelscope:main Oct 14, 2025
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