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Complete training infrastructure for zen5, a 3.1T parameter model with complexity-aware hierarchical routing across 6 diverse model families. Only 394M params trained (0.013% of total). - Expert extraction pipeline for dense and MoE source models - ComplexityEstimator + AlignmentLayer + MoDERouter training - Benchmark suite with 24 labeled routing test cases - HuggingFace model card generation for zen5 lineup - Full architecture specification document