MLflow

MLflow is a powerful open source MLOps platform that simplifies the process of building better models and generative AI apps. It offers a unified, end-to-end solution for managing the entire ML and GenAI lifecycle. With features like experiment tracking, visualization, and model management, MLflow enables users to streamline their workflows and solve complex, real-world challenges. The platform integrates with a wide range of tools and libraries, including PyTorch, HuggingFace, OpenAI, and more, making it highly versatile. Whether you're working on deep learning, traditional ML, or generative AI projects, MLflow provides the necessary tools and capabilities to drive success. It also offers a range of benefits, such as being open source, comprehensive, and unified for both traditional ML and GenAI applications. MLflow is constantly evolving, with regular releases and a growing community of users and contributors.