{"slug":"nvidia-nemo-mbridge-perf-moe-optimization-workflow","source_name":"nvidia/nemo-mbridge-perf-moe-optimization-workflow","name":"Nvidia/Nemo Mbridge Perf Moe Optimization Workflow","description":"Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper. Covers the Three Walls framework, parallel folding, recompute strategy, dispatcher choice, and CUDA-graph bring-up.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":14.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T22:02:07.555509+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":86.4,"without_pass_pct":50,"tokens_delta_pct":14.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T22:02:07.555509+00:00","run_id":"80154ff5-be1d-4fe0-acb6-1fcfbe5e040f","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":"493050518687e5ccc07c6f07e4c766fbc138f35c425677f6be93bf91ecea4b7e","raw_url":"https://app.decimal.ai/s/nvidia-nemo-mbridge-perf-moe-optimization-workflow/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-nemo-mbridge-perf-moe-optimization-workflow"}