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# Deploying SigmaTriple to Hugging Face Spaces
This guide will help you deploy the SigmaTriple application to Hugging Face Spaces.
## Prerequisites
1. A Hugging Face account (sign up at [huggingface.co](https://huggingface.co/join))
2. Git installed on your local machine
3. Hugging Face CLI (optional, for command line deployment)
## Deployment Steps
### Option 1: Using the Hugging Face Web Interface
1. **Create a New Space**:
- Go to [huggingface.co/spaces](https://huggingface.co/spaces)
- Click on "Create new Space"
- Enter a name for your Space (e.g., "SigmaTriple")
- Select "Streamlit" as the SDK
- Choose "Public" or "Private" visibility
- Select "T4" as the Hardware (GPU is recommended for this application)
- Click "Create Space"
2. **Upload Files**:
- You can either upload the files directly through the web interface
- Or clone the Space repository and push the files using Git (recommended)
3. **Git Deployment**:
```bash
# Clone your new Space repository
git clone https://huggingface.co/spaces/YOUR_USERNAME/SigmaTriple
# Copy all files from this project to the cloned repository
cp -r * /path/to/cloned/repo/
cp -r .streamlit /path/to/cloned/repo/
cp .gitignore /path/to/cloned/repo/
# Navigate to the cloned repository
cd /path/to/cloned/repo
# Add all files
git add .
# Commit the changes
git commit -m "Initial commit of SigmaTriple application"
# Push to Hugging Face Spaces
git push
```
4. **Wait for Deployment**:
- Hugging Face will automatically build and deploy your Space
- This may take a few minutes, especially for the first deployment
- You can monitor the build process in the "Settings" tab of your Space
### Option 2: Using Hugging Face CLI
1. **Install the Hugging Face CLI**:
```bash
pip install huggingface_hub
```
2. **Login to Hugging Face**:
```bash
huggingface-cli login
```
3. **Create a New Space**:
```bash
huggingface-cli repo create SigmaTriple --type space --sdk streamlit
```
4. **Clone and Push**:
```bash
git clone https://huggingface.co/spaces/YOUR_USERNAME/SigmaTriple
cp -r * /path/to/cloned/repo/
cp -r .streamlit /path/to/cloned/repo/
cp .gitignore /path/to/cloned/repo/
cd /path/to/cloned/repo
git add .
git commit -m "Initial commit of SigmaTriple application"
git push
```
## Configuration Options
You can customize your Space by modifying the following files:
- `.streamlit/config.toml`: Streamlit configuration
- `README.md`: Documentation and Space description
- `requirements.txt`: Python dependencies
- `packages.txt`: System dependencies
## Troubleshooting
If you encounter any issues during deployment:
1. **Check the Build Logs**:
- Go to the "Settings" tab of your Space
- Look for any error messages in the build logs
2. **Common Issues**:
- **Memory Errors**: The model requires significant memory. Make sure you're using a GPU instance.
- **Dependency Issues**: Check that all required packages are listed in requirements.txt and packages.txt.
- **Timeout Errors**: The initial model loading might take time. Hugging Face Spaces has a build timeout of 10 minutes.
3. **Reduce Model Size**:
- If you're experiencing memory issues, you can modify app.py to use a smaller model or implement model loading optimizations.
## Accessing Your Space
Once deployed, your Space will be available at:
`https://huggingface.co/spaces/YOUR_USERNAME/SigmaTriple`
You can share this URL with others to let them use your application. |