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Cerebrium built CPU and GPU memory checkpointing to reduce cold starts for AI workloads. The system snapshots fully initialized containers including GPU memory, model weights, and compiled CUDA kernels, then restores them into new containers in seconds. For some workloads, this cuts cold start time by more than 80 percent.
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