Add model: nvidia/omni-embed-nemotron-3b

### Model link on Hugging Face

https://huggingface.co/nvidia/omni-embed-nemotron-3b

### Arxiv link

https://arxiv.org/abs/2510.03458

### Description of the model

Started discussion in https://github.com/embeddings-benchmark/mteb/pull/3407#issuecomment-3417432107


> Which existing/upcoming Leaderboards would you suggest for the Omni model?

Now we have multimodal benchmarks

- MIEB: [`MIEB(eng)`](https://github.com/embeddings-benchmark/mteb/blob/721e8a34743c050179ee5e9093ed24ee7ab37fba/mteb/benchmarks/benchmarks/benchmarks.py#L1758), [`MIEB(Multilingual)`](https://github.com/embeddings-benchmark/mteb/blob/721e8a34743c050179ee5e9093ed24ee7ab37fba/mteb/benchmarks/benchmarks/benchmarks.py#L1787) and [`MIEB(lite)`](https://github.com/embeddings-benchmark/mteb/blob/721e8a34743c050179ee5e9093ed24ee7ab37fba/mteb/benchmarks/benchmarks/benchmarks.py#L1822)
- and [`ViDoRe(v2)`](https://github.com/embeddings-benchmark/mteb/blob/721e8a34743c050179ee5e9093ed24ee7ab37fba/mteb/benchmarks/benchmarks/benchmarks.py#L2072) and [`JinaVDR`](https://github.com/embeddings-benchmark/mteb/blob/721e8a34743c050179ee5e9093ed24ee7ab37fba/mteb/benchmarks/benchmarks/benchmarks.py#L2242)


CC @isaac-chung 

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Add model: nvidia/omni-embed-nemotron-3b #3411

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Add model: nvidia/omni-embed-nemotron-3b #3411

Description

Model link on Hugging Face

Arxiv link

Description of the model

Metadata

Metadata

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Labels

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Development

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