SkyPilot is an open-source tool for running and scaling AI workloads across twenty-plus clouds and on-prem Kubernetes or Slurm clusters. It acts as a control plane that handles provisioning, scheduling, and failover for reserved GPUs and TPUs. The system supports existing codebases without requiring changes to your training scripts.
It is worth a look if you manage distributed compute resources and want to reduce idle time through automatic binpacking. The main catch is that you must already have access to the underlying infrastructure, as it does not provide the hardware itself.
more: https://github.com/skypilot-org/skypilot
my other side: ivo.blogspot.com
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