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cpu kernels: gathered decode on the cores where it is faster, AVX-VNNI rows, IQ3_S one-token kernel - #863

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Hardin22 wants to merge 3 commits into
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Hardin22:pr/cpu-iq-kernels
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Hardin22 wants to merge 3 commits into
Niko1221:mainfrom
Hardin22:pr/cpu-iq-kernels

native experts: IQ3_S takes the AVX-2 kernel for one token too where …

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