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 →
1LCO Embedding Omni 7B27.32LCO Embedding Omni 3B273Pe Av Small22.94Pe Av Base22.65Pe Av Large21.7
···
8OmniEmbed v0.120.69Omni Embed Nemotron 3B20.510Ebind Audio Vision20.1

Alternatives?

ModelScoreCostPriceWhat changes
LBetterLCO Embedding Omni 7BunstatedOpen+34%——Languages: not verified+1LBetterLCO Embedding Omni 3BunstatedOpen+32%——Languages: not verifiedBetterPe Av SmallOpen+12%——Max input: 33K tokens → 1K tokens+1BetterPe Av BaseOpen+10%——Max input: 33K tokens → 1K tokens+1OpenPe Av Large+6%——Max input: 33K tokens → 1K tokens+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 · Video Classification · multilingual (16 languages)54.6#9
MVEB v1 · Video Zero-shot Classification · English42.5#11
MVEB v1 · Any-to-any Retrieval · English32.9#14
MVEB v1 · Video Centric QA · English46.6#10
MVEB v1 · Video Pair Classification · English77.7#5
MVEB v1 · Video Clustering · English20.5#9
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 Classification · multilingual (16 languages)43.7#18
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 Pair Classification · English82.9#11
MVEB text video v1 · Video Clustering · English10.9#11
MVEB text video v1 · Video Centric QA · English25.1#14
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 Pair Classification · English71.3#14
MVEB video v1 · Video Classification · multilingual (16 languages)46.3#17

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 OmniEmbed v0.1?›

On MVEB v1 · Video Clustering · English, Omni Embed Nemotron 3B scores 20.5 vs 20.6 — 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?›

LCO Embedding Omni 7B (better).