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pipeline_tag: visual-document-retrieval
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# Tevatron/OmniEmbed-v0
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**OmniEmbed** is a powerful multi-modal embedding model built on [Qwen2.5-Omni-7B](https://huggingface.co/Qwen/Qwen2.5-Omni-7B) using our [Tevatron](https://github.com/texttron/tevatron/) toolkit—a unified toolkit across scale, language, and modality for document retrieval.
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OmniEmbed generates unified embeddings across multilingual text, images, audio, and video, enabling effective cross-modal retrieval for diverse applications.
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## Evaluation Results:
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pipeline_tag: visual-document-retrieval
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# Tevatron/OmniEmbed-v0.1
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**OmniEmbed** is a powerful multi-modal embedding model built on [Qwen2.5-Omni-7B](https://huggingface.co/Qwen/Qwen2.5-Omni-7B) using our [Tevatron](https://github.com/texttron/tevatron/) toolkit—a unified toolkit across scale, language, and modality for document retrieval.
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OmniEmbed generates unified embeddings across multilingual text, images, audio, and video, enabling effective cross-modal retrieval for diverse applications.
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📝 Text 🖼️ Image 🎧 Audio 🎥 Video 🌐 Multilingual
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## Evaluation Results:
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