Cutting inference cold starts by 40x with LP, FUSE, C/R, and cuda-checkpoint
This article details how Modal has significantly improved GPU serverless computing efficiency for AI inference workloads. By implementing cloud buffers, a custom filesystem, and CPU/GPU checkpointing, they’ve reduced instance startup times from minutes to just seconds, enhancing overall utilization and responsiveness.