Oumi is an open-source platform that manages the full lifecycle of foundation models, from data preparation to deployment. It supports model training with various parameter sizes and techniques, works with text and multimodal models, and integrates popular inference engines. Oumi can run on various environments, including laptops, clusters, and cloud services. It emphasizes ease of use with minimal setup, offers enterprise-grade reliability, and is ideal for both research and production purposes.