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# Ovis-VL-Embedding-9B
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**Ovis-VL-Embedding-9B** is a high-capacity vision-language embedding model for text, images, visual documents, video, and interleaved multimodal inputs. It maps every supported input type into one coherent representation space, enabling high-accuracy cross-modal retrieval with a single encoder.
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# Ovis-VL-Embedding-9B
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<div align="center">
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<img src=ovis_logo.png width="30%"/>
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</div>
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**Ovis-VL-Embedding-9B** is a high-capacity vision-language embedding model for text, images, visual documents, video, and interleaved multimodal inputs. It maps every supported input type into one coherent representation space, enabling high-accuracy cross-modal retrieval with a single encoder.
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