workflowstacks
ai-agent

Nemotron: AI Model Training

Get end-to-end AI model training resources with Nemotron, a one-stop hub for startup founders
1,999 stars405 forksJupyter NotebookGuide quality 8/10Updated 8/21/2026100% free · open source
What it does

Nemotron provides a comprehensive resource hub for training and deploying AI models, offering pre-built recipes, datasets, and reference examples for startup founders

When to use it
  • •When you need to train and deploy custom AI models for your startup
  • •When you want to leverage pre-built recipes and datasets for AI model development
  • •When you're looking for a one-stop hub for AI model training resources and reference examples
Ready-to-paste prompt
nemo_train --config-path=configs/example_config.json --model-name=my_model --dataset-path=datasets/my_dataset
Heads up: Ensure you have the necessary NVIDIA GPU hardware and compatible drivers installed to utilize Nemotron's GPU acceleration capabilities
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/nemotron && curl -fsSL https://workflowstacks.com/api/skills/nemotron/claude-skill -o ~/.claude/skills/nemotron/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Nemotron: AI Model Training works
Codeflow
Free to inspect

Nemotron: AI Model Training is a very large Jupyter Notebook project (~103k lines across 576 code files, plus 147 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, Apache-2.0 license, has a test suite.

Size
Very large codebase
~103k lines · 576 code files · days to read — use, don't read
Setup
Install as a skill / plugin
Add it to Claude Code (or your AI tool) with one command — 12 skills inside. Nothing to run yourself.
Runs on
Inside your AI tool
Helper scripts use Python
Jupyter Notebook 71%Python 28%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    src/nemo_runspec/__init__.py
    Inside src/ — the main logic begins here
What's in each folder
src/Core code — the actual logic879 files
skills/Prompts, skills & agent definitions127 files
docs/Documentation221 files
usage-cookbook/Folder178 files
use-case-examples/Folder66 files
deploy/Deployment / infrastructure11 files
tools/Helper scripts6 files
scripts/Helper scripts3 files
READMEHas testsDocumentedCI checksApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
NVIDIA-NeMo
Language
Jupyter Notebook
Category
ai-agent
Published
10/3/2025

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