dstack is an open-source engine that simplifies the development, training, and deployment of gen AI models on any cloud. It allows you to experiment interactively in your IDE, terminal, or Jupyter notebooks before submitting long tasks or deploying models. With just one command, you can provision the necessary cloud resources, code, and environment for your development setup. When it comes to training or batch jobs, dstack makes it incredibly easy by handling the execution on configured cloud GPU providers. And for deployment, dstack handles it smoothly, giving you a public HTTPS endpoint. You can use dstack with various cloud providers and it also has a vibrant community for support and updates. The open-source version allows you to utilize your own cloud accounts, while dstack Cloud is a fully managed service that handles everything for you across multiple cloud providers.
https://dstack.ai/