What is Quick Deploy?
Quick Deploy is Modelpilot's one-click deployment solution that automatically configures and launches AI models using our expert-recommended settings. It's designed to eliminate the technical complexities of model deployment while ensuring optimal performance and cost efficiency.
Key Features
Intelligent Model Configurations
Our system analyzes each model's specific requirements and automatically selects:
- The most appropriate GPU or CPU instance
- Optimal memory allocation
- Appropriate storage volume sizes
- Model-specific runtime parameters (like context length, batch size, temperature)
Benefits of Quick Deploy
- Time Efficiency: Deploy in seconds instead of minutes
- Reduced Complexity: No technical knowledge required
- Cost Optimization: Balance performance and price
- Error Prevention: Avoid common deployment mistakes
- Tested Configurations: Use settings proven to work reliably
How It Works
- Select a Model Type: Choose from Text Generation, Image, Video, Multimodal, or Embeddings
- Choose a Specific Model: Select from our curated list of pre-trained models
- Click "Deploy Recommended": Our system handles everything else automatically
Model-Specific Optimizations
Different models receive tailored configurations:
| Model Type | Example Optimizations |
|---|
| LLMs (Text) | Context length, temperature, top-p settings |
| Image Generation | Batch size, sampler selection, memory optimization |
| Video Generation | Resolution settings, frame rate, duration limits |
When to Customize Instead
While Quick Deploy works for most use cases, consider customizing when you need:
- Specific GPU types different from our recommendations
- Custom environment variables
- Special network configurations
- Integration with existing infrastructure
- Specific API settings beyond defaults
- Auto-scaling for variable workloads
Example: Quick Deploying Mistral 7B
- Select "Text Generation" as the model type
- Choose "Mistral 7B" from the pre-trained models list
- (Optional) Enter a deployment name
- Click "Deploy Recommended"
- Your deployment will begin immediately with optimized settings for Mistral 7B
- You'll be redirected to the Success page where you can find your deployment details
With Quick Deploy, Modelpilot makes AI deployment as simple as choosing a model and clicking a button.