# Introducing NVIDIA Nemotron 3 Nano Omni: Long-Context Multimodal Intelligence for Documents, Audio and Video Agents

DevFeed: [Introducing NVIDIA Nemotron 3 Nano Omni: Long-Context Multimodal Intelligence for Documents, Audio and Video Agents](<https://devfeed.tech/articles/introducing-nvidia-nemotron-3-nano-omni-long-context-multimodal-intelligence-for-documents-audio-and-video-agents-7395.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/nvidia/nemotron-3-nano-omni-multimodal-intelligence>)

Author: Tuomas Rintamaki; Amala Sanjay Deshmukh; Nabin Mulepati; Collin McCarthy; Pritam Biswas; Arushi Goel; Alexandre Milesi; Danial Mohseni Taheri; Kateryna Chumachenko; Isabel Hulseman; Zhehuai Chen; Kara

Published: 2026-04-28T15:58:57Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [multimodal](<https://devfeed.tech/topics/multimodal.md>), [Nemotron](<https://devfeed.tech/topics/nemotron.md>), [long-context](<https://devfeed.tech/topics/long-context.md>), [asr](<https://devfeed.tech/topics/asr.md>), [computer-use](<https://devfeed.tech/topics/computer-use.md>), [Mamba](<https://devfeed.tech/topics/mamba.md>), [model architecture](<https://devfeed.tech/topics/model-architecture.md>), [moe](<https://devfeed.tech/topics/moe.md>), [Transformer](<https://devfeed.tech/topics/transformer.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [Reinforcement learning](<https://devfeed.tech/topics/reinforcement-learning.md>), [NVFP4](<https://devfeed.tech/topics/nvfp4.md>)

Tags: [alternatives](<https://devfeed.tech/tags/alternatives.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [long-context](<https://devfeed.tech/tags/long-context.md>), [models](<https://devfeed.tech/tags/models.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [nemotron](<https://devfeed.tech/tags/nemotron.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [reasoning](<https://devfeed.tech/tags/reasoning.md>), [reinforcement-learning](<https://devfeed.tech/tags/reinforcement-learning.md>), [speed](<https://devfeed.tech/tags/speed.md>)

## AI overview

NVIDIA introduces Nemotron 3 Nano Omni, an omni-modal model for document analysis, image reasoning, speech recognition, long audio-video understanding, computer use, and general reasoning. It combines a hybrid Mamba-Transformer Mixture-of-Experts backbone with vision and audio encoders, supports long multimodal contexts, and reports strong benchmark accuracy, throughput, reasoning speed, and system efficiency.

## Source excerpt

Introducing NVIDIA Nemotron 3 Nano Omni: Long-Context Multimodal Intelligence for Documents, Audio and Video Agents - NVIDIA Nemotron 3 Nano Omni is a new omni-modal understanding model built for real-world document analysis, multiple image reasoning, automatic speech recognition, long audio-video understanding, agentic computer use, and general reasoning. - It extends the Nemotron multimodal line from a strong vision-language system to a broader text + image + video + audio model.