Agent Infrastructure
Evaluating
Nemotron
Nemotron is NVIDIA's family of open models, released in Nano, Super and Ultra sizes under the NVIDIA Open Model License. They are built for agentic systems, with the weights, training data and recipes published so companies can run and adapt them.
The AIE Angle
Why Nemotron made the cut
NVIDIA sells the hardware that AI runs on, and Nemotron is its answer to the question of what to run on it. The family comes in three sizes: Nano for PCs, edge devices and cheap high-volume agent work, Super for a single server or workstation, and Ultra for data-center accuracy. All three are released under the NVIDIA Open Model License, which allows commercial use, and NVIDIA publishes the training data and recipes alongside the weights, which is more than most labs do. The models are tuned for the jobs agents do: reasoning through a task, calling tools, and holding long context. They run on the usual stack. Download them from Hugging Face, serve them with vLLM, or try the Nano models on a laptop with Ollama or LM Studio; NVIDIA also packages them as ready-made microservices for its own cloud and partners. For a business weighing open models, Nemotron is the option with a large American vendor behind it, which matters if data residency or procurement rules out DeepSeek and Kimi. The trade-off is that it is designed to shine on NVIDIA hardware.
Independently tested. No pay-to-play.
The AI Toolbox is curated by practitioners who use these tools in real business workflows. We don't accept payment for placement or favorable reviews.
5 Ways To Use It
Nemotron for business
- 1
Run an open model from a US vendor when procurement or data rules exclude Chinese labs.
- 2
Power high-volume agent tasks with a Nano model on inexpensive hardware.
- 3
Deploy a Super model on a single GPU server for an internal assistant.
- 4
Fine-tune on your own data using NVIDIA's published training recipes.
Common Questions
Nemotron FAQ
The questions business professionals most often ask about Nemotron.
What is Nemotron?+
Nemotron is NVIDIA's family of open models, released in Nano, Super and Ultra sizes and built for agentic systems such as reasoning, tool calling and long-context work.
Can I use Nemotron commercially?+
Yes. The models are released under the NVIDIA Open Model License, which permits commercial use. Read the license terms before you ship a product on it.
What is the difference between Nano, Super and Ultra?+
Nano is the smallest, for PCs, edge devices and cheap high-volume tasks. Super fits on a single server or workstation. Ultra is the largest and most accurate, meant for data-center deployment.
Do I need NVIDIA hardware to run Nemotron?+
No, the weights are open and run on standard tools, but the models are designed and optimized for NVIDIA GPUs and perform best there.
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