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Q4_K_M validated on GB10: quality holds (cosine 0.9862, coherent generation, 19/48 stopper exit) but a forward step is ~5x slower than BF16 (27.5s vs 5.6s: native BF16 tensor cores vs K-quant MoE dequant). Guidance: prefer BF16 when it fits; Q4_K_M is the memory-bound option. Assisted-by: Claude Code (Fable 5) Signed-off-by: Ettore Di Giacinto <mudler@localai.io>