{"slug":"nvidia-nemo-mbridge-perf-moe-hardware-configs","source_name":"nvidia/nemo-mbridge-perf-moe-hardware-configs","name":"Nvidia/Nemo Mbridge Perf Moe Hardware Configs","description":"Representative MoE training playbooks by hardware platform and model family. Summarizes rounded throughput bands, parallelism patterns, and common tuning stacks.","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":10.6,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T19:06:57.568487+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":100,"without_pass_pct":40.9,"tokens_delta_pct":10.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-12T19:06:57.568487+00:00","run_id":"2922eb2e-0370-4084-badb-566e92bb5445","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":"e3363e04dc1b5be787b5607cc03039ce43050783ef5f06283a28095a39150f1c","raw_url":"https://app.decimal.ai/s/nvidia-nemo-mbridge-perf-moe-hardware-configs/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-nemo-mbridge-perf-moe-hardware-configs"}