metadata

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 🚀

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

Run the Streamlit app
Upload your Python code dataset in the Dataset Management section
Train your model in the Model Training section
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:

./scripts/lint.sh

📝 License

MIT License - feel free to use and modify!

🤝 Contributing

Contributions welcome! Please check our contribution guidelines.

Made with 💖 using Replit