Deployment Quickstart
Deploy your models to production quickly and efficiently.
Deployment Options
Smart Studio offers two main deployment methods to suit different needs and workflows.
Create Deployment
Deploy from the gallery, upload your own, or use a fine-tuned model—all with full configuration control.
- Browse Model Gallery
- Upload custom models
- Advanced configuration
Deploy from Hugging Face
Instantly deploy any public model from Hugging Face Hub using only its model ID. No downloads required.
- Instant deployment
- No file uploads
- Automatic optimization
Quick Deployment Steps
1. Choose Your Deployment Method
Select a custom deployment or deploy from Hugging Face, depending on your needs.
Create Deployment Guide > | Hugging Face Guide >
2. Configure Resources
Select the right GPU, region, and scaling settings to balance performance with cost.
3. Deploy & Monitor
Launch your deployment and monitor performance, usage, and costs through the dashboard.
Best Practices
Resource Selection
- Match the GPU type to your model's size.
- Start with a single replica for testing.
- Choose your deployment region strategically.
Cost Optimization
- Monitor usage patterns.
- Set up cost alerts to avoid unexpected charges.