ai-agent

Fine-tune Nemotron-3 with workbench-example-nemotron-finetune

Name: Fine-tune Nemotron-3 with workbench-example-nemotron-finetune
Author: NVIDIA

Fine-tune Nemotron-3 models with this example project, useful for founders working with AI agents, 74 GitHub stars

From the repo · “An NVIDIA AI Workbench example project for fine-tuning a Nemotron-3 8B model”

76 stars40 forksJupyter NotebookGuide quality 9/10 · reviewed Jul 2Updated 4/15/2024100% free · open source

What it does

Fine-tunes a pre-trained Nemotron-3 8B model for specific use cases using NVIDIA's AI Workbench example project

When to use it

•You need to adapt a large language model for a custom dataset or task
•You're working with AI agents and want to improve their performance on a specific domain
•You have a Jupyter Notebook environment and want to leverage NVIDIA's AI Workbench for fine-tuning

Ready-to-paste prompt

Run `!python fine_tune_nemotron.py --model nemotron-3-8b --dataset your_custom_dataset` to fine-tune the model on your custom dataset

Heads up: Ensure you have the required NVIDIA GPU drivers and CUDA version installed, as specified in the NVIDIA AI Workbench documentation, to avoid compatibility issues

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/workbench-example-nemotron-finetune && curl -fsSL https://workflowstacks.com/api/skills/workbench-example-nemotron-finetune/claude-skill -o ~/.claude/skills/workbench-example-nemotron-finetune/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 Fine-tune Nemotron-3 with workbench-example-nemotron-finetune works

Codeflow

Free to inspect

Fine-tune Nemotron-3 with workbench-example-nemotron-finetune is mostly documents (4 doc files, 3 small scripts) — something you read, not something you run. There is nothing to install. Last commit 31 months ago, Apache-2.0 license.

Size

Mostly documents

4 documents · 3 small scripts · 4 min skim

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Jupyter Notebook 97%Shell 3%

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

code/Folder4 files

data/Data files2 files

models/Data models & types1 files

.project/Tool / agent settings2 files

READMEDocumentedApache-2.0 licenseLast update 31 mo ago

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/workbench-example-nemotron-finetune && curl -fsSL https://workflowstacks.com/api/skills/workbench-example-nemotron-finetune/claude-skill -o ~/.claude/skills/workbench-example-nemotron-finetune/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.

Quick Actions

Details

Creator

NVIDIA

Language

Jupyter Notebook