README.md

---
title: CodeCraftLab
emoji: 👁
colorFrom: pink
colorTo: purple
sdk: streamlit
sdk_version: 1.43.2
app_file: app.py
pinned: false
license: mit
short_description: A fine-tuning platform
datasets:
  - angie-chen55/python-github-code
  - sdiazlor/python-reasoning-dataset
  - MatrixStudio/Codeforces-Python-Submissions
---

# CodeGen Hub 🚀

[![Run on Replit](https://replit.com/badge?caption=Run%20on%20Replit)](https://replit.com/@replit/CodeGen-Hub) ![Status](https://img.shields.io/badge/status-active-success) ![Python](https://img.shields.io/badge/python-v3.11-blue)

A streamlined platform for training and using code generation models with Hugging Face integration 🤗

## ✨ Features

- 📊 Upload and preprocess Python code datasets
- 🛠️ Configure and train models with customizable parameters 
- 💡 Generate code predictions using trained models
- 📈 Monitor training progress with visualizations
- 🔄 Seamless integration with Hugging Face Hub

## 🚀 Getting Started

1. Run the Streamlit app
2. Upload your Python code dataset in the Dataset Management section
3. Train your model in the Model Training section
4. Generate code using your trained models in the Code Generation section

## 🛠️ Technology Stack

- Streamlit for the web interface
- PyTorch for model training
- Hugging Face Transformers for code generation
- Pandas for data handling
- Plotly for visualizations

## 💻 Development

Run linting and tests:

```bash
./scripts/lint.sh
```

## 📝 License

MIT License - feel free to use and modify!

## 🤝 Contributing

Contributions welcome! Please check our contribution guidelines.

---
Made with 💖 using [Replit](https://replit.com)