Omni Embed Nemotron 3B

Oct 2025
Omni Embed Nemotron 3B
Compare in
on
self-host onlyprice
10.9MVEB text video v1
Oct 2025released
2,048Dimensions
33K tokensMax input
enLanguages

Ranking?

Full ranking →
1Qwen 3 VL Embedding 8B582Qwen 3 VL Embedding 2B55.63LCO Embedding Omni 7B55.14LCO Embedding Omni 3B54.45OmniEmbed v0.151.2
···
16Pe Av Large47.217Omni Embed Nemotron 3B46.318Jina Embeddings v5 Omni Small46.2

Alternatives?

ModelScoreCostPriceWhat changes
BetterQwen 3 VL Embedding 8BOpen+25%—$0.09Languages: not verified+1BetterQwen 3 VL Embedding 2BOpen+20%——Languages: not verifiedLBetterLCO Embedding Omni 7BunstatedOpen+19%——Languages: not verified+1LBetterLCO Embedding Omni 3BunstatedOpen+17%——Languages: not verifiedTBetterOmniEmbed v0.1unstatedOpen+11%——Languages: not verified+1

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencehttps://huggingface.co/nvidia/omni-embed-nemotron-3b/blob/main/LICENSEcommercial use with conditions

Benchmarks

in Embeddings & Retrieval
MVEB v1 · Mean over tasks · multilingual (16 languages)42.8#13
MVEB v1 · Mean over task types · multilingual (16 languages)45.8#12
MVEB v1 · Any-to-any Retrieval · English32.9#14
MVEB v1 · Video Zero-shot Classification · English42.5#11
MVEB v1 · Video Pair Classification · English77.7#5
MVEB v1 · Video Classification · multilingual (16 languages)54.6#9
MVEB v1 · Video Clustering · English20.5#9
MVEB v1 · Video Centric QA · English46.6#10
MVEB text video v1 · Mean over tasks · multilingual (16 languages)35.8#22
MVEB text video v1 · Mean over task types · multilingual (16 languages)38.4#20
MVEB text video v1 · Video Zero-shot Classification · English38.3#23
MVEB text video v1 · Any-to-any Retrieval · English29.3#21
MVEB text video v1 · Video Clustering · English10.9#11
MVEB text video v1 · Video Classification · multilingual (16 languages)43.7#18
MVEB text video v1 · Video Centric QA · English25.1#14
MVEB text video v1 · Video Pair Classification · English82.9#11
MVEB video v1 · Mean over tasks · multilingual (16 languages)54.7#18
MVEB video v1 · Mean over task types · multilingual (16 languages)58.8#18
MVEB video v1 · Video Classification · multilingual (16 languages)46.3#17
MVEB video v1 · Video Pair Classification · English71.3#14

FAQ

How much does Omni Embed Nemotron 3B cost?›

There is no per-unit API price: self-host only.

Is Omni Embed Nemotron 3B free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Omni Embed Nemotron 3B, and what is it best at?›

#11 of 27 in Multimodal.

Is Omni Embed Nemotron 3B better than Pe Av Large?›

On MVEB video v1 · Video Classification · multilingual (16 languages), Omni Embed Nemotron 3B scores 46.3 vs 47.2 — about the same.

When was Omni Embed Nemotron 3B released? Is there a newer version?›

Released 2025-10-01. It is the current version in its line.

Is Omni Embed Nemotron 3B open source?›

Yes, the weights are open (https://huggingface.co/nvidia/omni-embed-nemotron-3b/blob/main/LICENSE licence).

Can I run Omni Embed Nemotron 3B locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Omni Embed Nemotron 3B?›

Omni Embed Nemotron 3B is an open-weights embeddings & retrieval model from NVIDIA, released Oct 2025.

What are the best alternatives to Omni Embed Nemotron 3B?›

Qwen 3 VL Embedding 8B (better).