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Add OmniRetriever-7B model wrapper #5142

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@myang333

Model link on Hugging Face

https://huggingface.co/YunzeLiu/OmniRetriever-7B

Arxiv link

https://arxiv.org/abs/2605.26641

Description of the model

OmniRetriever-7B is a multimodal retrieval model designed to produce shared embeddings across text, audio, and video modalities.

The model supports cross-modal retrieval settings involving text, audio, and video, making it relevant for MOEB tasks that evaluate multimodal representation alignment and retrieval performance across these modalities.

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