{"slug":"nvidia-nemo-mbridge-multi-node-slurm","source_name":"nvidia/nemo-mbridge-multi-node-slurm","name":"Nvidia/Nemo Mbridge Multi Node Slurm","description":"Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run torch.distributed approaches, container setup, NCCL timeouts, OOM sizing for MoE models, and interactive allocation.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":177.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T18:13:16.998642+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":90.9,"without_pass_pct":40.9,"tokens_delta_pct":177.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T18:13:16.998642+00:00","run_id":"b421b433-6373-45ff-8210-0d08a834d3f3","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":"ef3d92e1cd1f3a3a16dcde5ae0d2ab6c8416a4a683cb672b91e78b26ab46b408","raw_url":"https://app.decimal.ai/s/nvidia-nemo-mbridge-multi-node-slurm/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-nemo-mbridge-multi-node-slurm"}