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What we run in prepare(), per bucket, before any config may replace the incumbent: 1. FP32 reference built from the dequantized NVFP4 weights; candidate must pass the judge's own bounds (rel L2 <= 1e-2 overall, per row <= 5e-2 with near-zer…
emeraldant/emeraldant-kernels: team emeraldant, MoE (NVFP4 w4a16) first, then decode layer. We work roofline-first: every microsecond above bytes/bandwidth gets explained by a measurement before we touch code. A number to trade: measured H2…