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  # Code-as-World-VL-9B
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- Code-as-World-VL-9B is a vision-language model fine-tuned for physical
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  understanding and quantitative reasoning over videos.
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  ## Model details
 
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  # Code-as-World-VL-9B
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+ Code-as-World-VL-9B (https://arxiv.org/abs/2608.27549) is a vision-language model fine-tuned for physical
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  understanding and quantitative reasoning over videos.
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  ## Model details