Modal AI Workflows Cheat Sheet

Serverless GPU computing with Modal. Run AI workloads, batch jobs, and web endpoints on cloud GPUs.

Last Updated: December 24, 2025

Installation & Setup

Install Modal, authentication

Key point 1
Detailed explanation for installation & setup
Key point 2
Detailed explanation for installation & setup
Key point 3
Detailed explanation for installation & setup
Key point 4
Detailed explanation for installation & setup

Functions & Apps

@app.function decorator, GPU allocation

Key point 1
Detailed explanation for functions & apps
Key point 2
Detailed explanation for functions & apps
Key point 3
Detailed explanation for functions & apps
Key point 4
Detailed explanation for functions & apps

GPU Configuration

A100, H100, GPU count, memory

Key point 1
Detailed explanation for gpu configuration
Key point 2
Detailed explanation for gpu configuration
Key point 3
Detailed explanation for gpu configuration
Key point 4
Detailed explanation for gpu configuration

Container Images

Custom images, dependencies

Key point 1
Detailed explanation for container images
Key point 2
Detailed explanation for container images
Key point 3
Detailed explanation for container images
Key point 4
Detailed explanation for container images

Scheduling & Cron

Batch jobs, scheduled tasks

Key point 1
Detailed explanation for scheduling & cron
Key point 2
Detailed explanation for scheduling & cron
Key point 3
Detailed explanation for scheduling & cron
Key point 4
Detailed explanation for scheduling & cron

Web Endpoints

Deploy APIs, FastAPI integration

Key point 1
Detailed explanation for web endpoints
Key point 2
Detailed explanation for web endpoints
Key point 3
Detailed explanation for web endpoints
Key point 4
Detailed explanation for web endpoints
💡 Pro Tip: Master the fundamentals first before moving to advanced techniques. Practice regularly and refer to this cheatsheet for quick reference.
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