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What is dstack?

dstack is an open-source engine for running GPU workloads on any cloud. It works with a wide range of cloud GPU providers (AWS, GCP, Azure, Lambda, TensorDock, Vast.ai, etc.) as well as on-premises servers.

Why use dstack?

  1. Designed for development, training, and deployment of gen AI models.
  2. Efficiently utilizes GPUs across regions and cloud providers.
  3. Compatible with any frameworks.
  4. 100% open-source.

How does it work?

  1. Install the open-source server and configure backends (or sign up with the dstack Sky)
  2. Define configurations such as dev environments, tasks, and services.
  3. Run configurations via the CLI or API. The dstack server automatically provisions cloud resources, handles containers, logs, network, and everything else.

Where do I start?

  1. Follow quickstart
  2. Browse examples
  3. Join the community via Discord