README.md

---
title: SafeTensors Model Converter
emoji: 🔒
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
---

# SafeTensors Model Converter

A no-code web application for converting machine learning models to the secure SafeTensors format.

## Features

- **Zero-code conversion**: Simple drag-and-drop interface
- **Multi-framework support**: PyTorch and TensorFlow models
- **Secure format**: Eliminates pickle-based security risks
- **Fast and efficient**: Optimized conversion process

## Supported Model Formats

### PyTorch
- `.pt` files (PyTorch model files)
- `.pth` files (PyTorch checkpoint files)

### TensorFlow
- `.h5` files (Keras HDF5 format)
- SavedModel directories (upload as .zip)

## How to Use

1. Select your model's framework (PyTorch or TensorFlow)
2. Upload your model file
3. Click "Convert to SafeTensors"
4. Download your converted model

## Why SafeTensors?

SafeTensors is a new simple format for storing tensors safely (as opposed to pickle) and that is still fast (zero-copy).

### Benefits:
- **Security**: No arbitrary code execution during loading
- **Speed**: Faster loading with zero-copy deserialization  
- **Memory efficiency**: Reduced memory usage
- **Cross-platform**: Works across different ML frameworks

## Local Development

\`\`\`bash
pip install -r requirements.txt
python app.py
\`\`\`

## Deployment

This app is designed to run on Hugging Face Spaces. Simply:

1. Create a new Space on Hugging Face
2. Upload these files to your Space
3. Your app will automatically deploy!

## License

MIT License - feel free to use and modify as needed.