{"slug":"nvidia-tao-run-on-slurm","source_name":"nvidia/tao-run-on-slurm","name":"Nvidia/Tao Run On Slurm","description":"Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use when running TAO training/eval/inference jobs on an on-prem or DGX SLURM cluster. Trigger phrases include \"run on SLURM\", \"submit sbatch\", \"DGX SLURM cluster\", \"Pyxis/Enroot container\", \"Lustre dataset\".","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":88.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T23:25:18.037223+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":86.4,"without_pass_pct":18.2,"tokens_delta_pct":88.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T23:25:18.037223+00:00","run_id":"179e0c7f-a9c7-4166-b619-af81496c3d57","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"e2f663a5c63b07ea1eebfe619d8efbf6718a5caa59a7af1308f82516e4644ac2","raw_url":"https://app.decimal.ai/s/nvidia-tao-run-on-slurm/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-run-on-slurm"}