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

75 stars39 forksJupyter NotebookGuide quality 9/10Updated 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.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

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.

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

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