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# OVR-7B-ColdStart
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<div align="center">
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<a href="https://arxiv.org/abs/2506.12000" target="blank">
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<img alt="arXiv" src="https://img.shields.io/badge/arXiv-OVR-red?logo=arxiv" height="20" />
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**OVR-7B-ColdStart** is the foundational checkpoint from the **Open Vision Reasoner (OVR)** project, trained on over 2 million text-based reasoning samples to learn powerful cognitive behaviors that naturally transfer to visual tasks.
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This model demonstrates a key finding: **linguistic cognitive patterns learned from text can effectively generalize to multimodal reasoning**, serving as the foundation for the final visual reasoning model `OVR-7B-RL`.
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# OVR-7B-ColdStart
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<div align="center">
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<a href="https://arxiv.org/abs/2506.12000" target="blank">
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<img alt="arXiv" src="https://img.shields.io/badge/arXiv-OVR-red?logo=arxiv" height="20" />
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</a>
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</div>
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**OVR-7B-ColdStart** is the foundational checkpoint from the **Open Vision Reasoner (OVR)** project, trained on over 2 million text-based reasoning samples to learn powerful cognitive behaviors that naturally transfer to visual tasks.
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This model demonstrates a key finding: **linguistic cognitive patterns learned from text can effectively generalize to multimodal reasoning**, serving as the foundation for the final visual reasoning model `OVR-7B-RL`.
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