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Vast.ai operates a marketplace for GPU computing that connects users with available GPU infrastructure for AI and machine-learning workloads. Its official product pages describe launching GPU instances, using templates or custom environments, and accessing compute for tasks such as model inference, fine-tuning, text generation, and image or video generation. The platform also provides APIs and documentation for managing GPU resources. Vast.ai’s marketplace model gives customers a way to compare and rent compute from participating hosts. Users should review current host reliability information, instance terms, security options, and pricing before selecting a deployment.