Quick Deploy Guide

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

1. Select a Model Type: Choose from Text Generation, Image, Video, Multimodal, or Embeddings
2. Choose a Model: Select from pre-configured models or enter a Hugging Face model ID
3. Click "Deploy Recommended": System selects optimal GPU and settings automatically
4. Monitor Progress: Watch deployment status change from Building → Starting → Running
5. Access Interface: Click the provided URL to start using your model

What Quick Deploy Configures

Quick Deploy automatically handles these technical details:

• GPU Selection: Chooses appropriate instance (L4, A6000, A100, H100) based on model size
• Docker Configuration: Sets up optimized container with all dependencies
• Interface Setup: Deploys OpenWebUI for text or ComfyUI for image/video models
• Storage Mounting: Configures persistent storage for your data
• Network Access: Sets up secure web interface and API endpoints

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

Step-by-Step Example

Deploying a Text Model (Mistral 7B)

1. Go to your dashboard and click "New Deployment"
2. Select "Text Generation" as the model type
3. Choose "Mistral 7B" from the available models
4. Click "Deploy Recommended" (system selects L4 GPU automatically)
5. Monitor progress: Building (5-10 min) → Starting → Running
6. Click the interface URL to access OpenWebUI
7. Start chatting with your model!

Deploying an Image Model (Flux Dev)

1. Select "Image Generation" as the model type
2. Choose "Flux Dev" from the available models
3. Click "Deploy Recommended" (system selects A6000 GPU)
4. Wait for deployment to complete
5. Access ComfyUI interface with pre-loaded Flux workflows
6. Generate images using the visual workflow editor

Quick Deploy removes the complexity of GPU selection, Docker configuration, and interface setup, letting you focus on using your AI models productively.