Green cube with a neural-network diagram, surrounded by circular arrows beneath descending data blocks on a purple background.NVIDIA Snapshot, a new open-source component of the NVIDIA DSX AI Factory Platform, makes initialized GPU workloads reusable across inference...Green cube with a neural-network diagram, surrounded by circular arrows beneath descending data blocks on a purple background.

NVIDIA Snapshot, a new open-source component of the NVIDIA DSX AI Factory Platform, makes initialized GPU workloads reusable across inference replicas—speeding startup and recovery. When inference demand spikes or a replica fails, available GPUs don’t translate immediately into serving capacity. Initializing an LLM workload—a process known as a cold start—can take minutes…

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