Image, video & 3D inference
“Modal's beautifully designed devex makes writing distributed code as easy as writing scripts. We can turn research code into something that's deployed to production in hours instead of days.”
“We love using Modal for real-time AI animations and exporting massive amounts of assets because it provides us with excellent scalability and reliability, especially compared to our previous provider.”
“We are constantly shipping the most cutting-edge creative AI machine learning techniques so our customers have access to the best creative models. Modal's has helped us streamline the process from idea to deployed pipeline, allowing us to both deploy quickly & scale rapidly.”
One-stop shop for media generation
Deploy custom models
From Stable Diffusion to Flux to OpenSora, deploy any model, including custom ones, on Modal.
Advanced techniques
Fine-tuning with LoRA, personalization with Dreambooth, image manipulation with Controlnet - do it all on Modal!
Performant and efficient
Premium hardware
Leverage Modal's fleet of A100 and H100 GPUs to run resource-intensive models like Stable Diffusion XL or complex video processing tasks.
Lightning-fast cold starts
Achieve near-instant model initialization for responsive image generation.
Infinite scalability, zero idle costs
Automatically scale to hundreds of GPUs during traffic spikes, then scale back to zero when idle.
Ecosystem integrations
Framework support
Run popular frameworks like ComfyUI, A1111 and Fooocus.
Share prototypes instantly
Publish a public HTTP endpoint or server with a single Python decorator.
Try it out
Use Cases