dstack

dstack simplifies AI workload orchestration with open-source tools for managing GPU resources across cloud and on-prem environments.

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AI infrastructure management, GPU orchestration tool, Kubernetes alternative for AI, multi-cloud AI platform, on-prem AI workload automation

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dstack simplifies AI infrastructure by providing an open-source platform for managing GPU workloads across cloud providers and on-premises servers. It replaces complex tools like Kubernetes and Slurm with a unified system for deploying containerized AI environments, scheduling distributed training jobs, and running model endpoints. The platform supports NVIDIA, AMD, Google TPU, and Intel Gaudi accelerators, enabling teams to use preferred frameworks without vendor lock-in.

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