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dstack emerges as a streamlined alternative to Kubernetes and Slurm for AI/ML tasks, simplifying container orchestration for cloud and on-prem environments. This open-source solution supports NVIDIA GPU, AMD GPU, and Google Cloud TPU out of the box.

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Source: https://github.com/dstackai/dstack