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README.md

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+short_description: '**Madlab** is a self‑hosted tool for fine‑tuning language mo'
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-Edit this `README.md` markdown file to author your organization card.
+# 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.