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Cerebrium is a serverless AI infrastructure platform designed for developers to deploy, manage, and scale machine learning models with ease. It abstracts away complex infrastructure, offering features like auto-scaling, fast cold starts, and pay-per-use GPU access, enabling teams to build high-performance AI applications without managing servers.