Slurm
The HPC batch scheduler most big training runs still queue through.
You're looking at a software record: a tool or platform in the AI stack — who maintains it and what hardware it runs on.
Slurm has scheduled supercomputers for two decades — gang scheduling, topology-aware placement, fair-share queues — which is exactly what a 10,000-GPU training job needs. Most frontier labs run Slurm (sometimes atop Kubernetes) for training while serving lives cloud-native.
How this connects to the rest of the stack
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Competes with
Sources
Record reviewed as of 2026-01-15 — see Methodology.