Lightning AI provides a comprehensive MLOps platform designed for data scientists and ML engineers to build, train, and deploy AI models more efficiently. Leveraging the popular PyTorch Lightning framework (which they originated), the platform offers a browser-based environment and SDKs to simplify complex tasks such as distributed training, model experimentation, and production deployment. Key features include Lightning Studio for collaborative workspaces, Lightning Fabric for scalable training, and Lightning Apps for constructing robust ML systems. The service aims to abstract away underlying infrastructure complexities, allowing users to focus on model development and accelerate their AI projects from research to production.
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