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Slow AI training often stems from storage, not GPUs; this Linux-focused guide shows how to keep GPUs fed with copy‑pasteable Bash: tier data and stage hot sets to local NVMe, choose/tune XFS or ext4 (noatime, readahead, scheduler), benchmark with fio/iostat/ioping, shard tiny files into large archives, and protect data with checksums, snapshots, and RAID—complete with apt/dnf/zypper installs and NFS tips (nconnect).