Model reference · open weights

Nemotron-3-Nano-Omni-Reasoning

Nemotron-3-Nano-Omni-Reasoning is an open-weight language model from nvidia, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Licence fee required LLMs nvidia 3 variants 1.1M downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

About

What Nemotron-3-Nano-Omni-Reasoning is

At a Glance Quick Start Guide Model Parameters Model Overview Description: NVIDIA Nemotron 3 Nano Omni is a multimodal large language model that unifies video, audio, image, and text understanding to support enterprise-grade Q&A, summarization, transcription, and document intelligence workflows. It extends the Nemotron Nano family with integrated video+speech comprehension, Graphical User Interface (GUI), Optical Character Recognition (OCR), and speech transcription capabilities, enabling end-to-end processing of rich enterprise content such as meeting recordings, M&E assets, training videos, and complex business documents. NVIDIA Nemotron 3 Nano Omni was developed by NVIDIA as part of the Nemotron model family. <br This model is available for commercial use. <br This model was improved using Qwen3-VL-30B-A3B-Instruct, Qwen3.5-122B-A10B, Qwen3.5-397B-A17B, Qwen2.5-VL-72B-Instruct, and gpt-oss-120b. For more information, please see the Training Dataset section below. <br License/Terms of Use Governing Terms: Use of this model is governed by the NVIDIA Open Model Agreement<br Deployment Geography: Global <br Use Case: <br This model is designed for enterprise customers requiring multimodal understanding capabilities. Expected users include: - Customer service applications (e.g., Doordash video of drop-off at a given address via OCR, drive-thru order verification) - Media and Entertainment (M&E) — video and speech analysis, dense captions, video search and summarization - Document intelligence for AI assistants (contracts, SOW/MSA, scientific discovery, financial documents) - GUI automation for AI agentic applications (incident management, agentic search, browser agents, email agents) Release Date: <br Build.Nvidia.com 04/28/2026 via URL <br Hugging Face 04/28/2026 via: - BF16 <br - FP8 <br - NVFP4 <br NGC 04/28/2026 via URL <br Model Architecture: Architecture Type: Mamba2-Transformer Hybrid Mixture of Experts (MoE) <br Network Architecture: - Nemotron 3 Nano LLM (30B A3B) — 31B-parameter Mamba2-Transformer hybrid MoE backbone with ~3B active parameters per token. - CRADIO v4-H — vision encoder for image and video frames. - Parakeet — speech encoder for audio inpu

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makernvidia
TypeLanguage models
Parameters (lead)18.3B
Variants3
Runs withtransformers
Based onnvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16
Released2026-04-24
Popularity1.1M downloads / month
Likes422
LicenceCommercial licence needed

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP418.3BNVFP4Weights ↗
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP833.0BFP8~38 GBWeights ↗
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1633.0BBF16~75.9 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys nemotron-3-nano-omni-reasoning for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (nemotron-3-nano-omni-reasoning below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"nemotron-3-nano-omni-reasoning","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Trained / evaluated on

nvidia/Nemotron-Image-Training-v3

Tags

transformers safetensors NemotronH_Nano_Omni_Reasoning_V3 feature-extraction nvidia pytorch multimodal any-to-any custom_code dataset:nvidia/Nemotron-Image-Training-v3 8-bit modelopt deploy:azure deploy:sagemaker

Papers

Licence

Commercial licence needed

The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

Want Nemotron-3-Nano-Omni-Reasoning on EU-owned hardware?

Request a licence + hosting quote See what’s served now

Explore

More language models

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms