Modal

What it does

Modal is a serverless platform designed for AI and data teams, providing high-performance AI infrastructure. It allows users to bring their own code and run CPU, GPU, and data-intensive compute at scale. Modal offers instant autoscaling for ML inference, data jobs, and more, with sub-second container starts and zero config files.

How to use: Users can add one line of code to run any function in the cloud. The platform automatically scales resources based on demand, allowing users to focus on code rather than infrastructure management. It supports deploying custom AI models, fine-tuning, batch processing, and more.

Core features

• ✦Serverless compute
• ✦GPU and CPU support
• ✦Automatic scaling
• ✦Flexible environments
• ✦Seamless integrations
• ✦Data storage solutions
• ✦Job scheduling
• ✦Web endpoints
• ✦Built-in debugging

Use cases

• →Serve custom AI models at scale
• →Generative AI inference
• →Fine-tuning and training without managing infrastructure
• →Batch processing optimized for high-volume workloads
• →Language Models
• →Image, Video, 3D Audio Processing
• →Sandboxed Code
• →Computational Bio