rocauc

Practical, bash-first guide to AI metrics with apt/dnf/zypper installs and ready-to-run commands. Measure classifier precision/recall/F1 and confusion matrices; regression MAE/RMSE/R2; generative BLEU/ROUGE. Benchmark latency (mean, P95/P99), memory, and CPU/GPU via hyperfine, time, sysstat, nvidia-smi; compute tails from logs with jq; wire checks into CI to cut cost, catch regressions, and build trust.