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Bit-interleaved Q1_0 8x32 repack kernels for x86 AVX2#29

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Bit-interleaved Q1_0 8x32 repack kernels for x86 AVX2#29
pl752 wants to merge 5 commits into
PrismML-Eng:prismfrom
pl752:perf/q1_0_8x32_repack_AVX2

Implement rot4 Q1.0 repack kernels with positive-sum GEMV optimization

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succeeded May 8, 2026 in 9s