Cerebrium

Cerebrium is a serverless platform designed for developers and teams to deploy, scale, and manage machine learning applications efficiently. It offers rapid scaling of containers, cost-effective compute billing (only pay for what you use), and orchestrates workloads across global cloud providers for optimal efficiency. Advanced features include GPU/CPU/memory allocation per app, rapid startup via snapshotting, and integrated networking and orchestration—making it highly suitable for production ML workloads, especially with unpredictable or bursty demand.