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Use Vast.ai’s Serverless system to automate the provisioning of GPU workers to match the dynamic computational needs of your workloads. This system ensures efficient and cost-effective scaling for AI inference and other GPU computing tasks.

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Key Features

  • Dynamic Scaling: Automatically scale your AI inference up or down based on customizable performance metrics.
  • Global GPU Fleet: Leverage Vast’s global fleet of powerful, affordable GPUs for your computational needs.
  • Fast Cold-Start Times: Minimize cold-start times with a reserve pool of workers that can spin up in seconds.
  • Metrics and Debugging: Access ample metrics and debugging tools for your serverless usage, including logs and Jupyter/SSH access.
  • Performance Exploration: Perform in-depth performance exploration to optimize based on performance and price metrics.
  • Custom Worker Types: Define custom worker types through CLI search filters and create commands, supporting multiple worker types per endpoint.