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title: README
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short_description: '**Madlab** is a self‑hosted tool for fine‑tuning language mo'
---

# MadlabOSS


![repository-open-graph-template](https://cdn-uploads.huggingface.co/production/uploads/68ec78cca886edada26b90b0/fnUPcGEeUWYtIYgxpS6qM.png)

**Madlab** is a self‑hosted tool for fine‑tuning language models on your own hardware.  
It automates the tedious parts of training so you can focus on experimentation and iteration.

## What Madlab does
- Formats datasets automatically
- Synthetic dataset generator 
- Generates training configurations  
- Runs supervised fine‑tuning with PyTorch/Transformers  
- Converts models to GGUF  
- Evaluates outputs with built‑in metrics  
- Works with many Hugging Face models  

## Tech Stack
- **Frontend:** React  
- **Backend:** Node.js  
- **Training:** Python (PyTorch + Transformers)  

## Philosophy
Madlab aims to make local fine‑tuning:
- simple  
- reproducible  
- transparent  
- hardware‑friendly

## On this Organization
This Hugging Face organization hosts:
- example models trained with Madlab  
- reference outputs  
- compatibility tests  

Madlab is open‑source and built for the community.