LLMs and models

Nemotron

Quick explainer2 min readIntermediate

Nemotron is NVIDIA's family of open AI models, released with their weights, training data and recipes, aimed at building specialised AI agents.

In plain words

Many open models share only their weights. NVIDIA also publishes the training data and recipes used to make Nemotron. The family includes small Nano models for cheap sub-agents, plus models for vision, retrieval, speech and safety. An earlier release, Nemotron-4 340B, was made partly to generate synthetic training data for other models.

A quick example

Imagine a company building a support agent. It could use a small Nemotron model for quick routing steps and a larger one for hard questions, running both on its own NVIDIA GPUs with tools like vLLM or Ollama.

Where you'll meet it

  • Building specialised AI agents on NVIDIA hardware.
  • Generating synthetic data to train other models.

Related

Sources

  1. DocsNVIDIA Nemotron, NVIDIA Developer · read 15 Oct 2026
  2. PaperNemotron-4 340B Technical Report, NVIDIA (arXiv) · read 29 Sept 2026

Checked by WhatIsAI against the sources above · 15 Oct 2026. Spotted an error? Report it.