cuda: AMD RDNA4 Q1_0/Q2_0 — HIP-path vec_dots (+37%/+16% decode), opt-in quant dedup, opt-in hipBLASLt prefill routes - #116
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kv-cache: mean-centering on hybrid models + calibration-basis guard (composes with K rotation) (#53)
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