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ggml : block interleaving support for Q4_K quantization for x86 AVX2 architecture (#12332)

* Add block interleaving support for Q4_K quantization

* Remove whitespaces and fix CI/CD issues

* Update pointer of bsums from int16_t to const int16_t

* Add vector version of quantize_q8_K_4x8 function

* Update code formatting based on review comments
Srihari-mcw 10 mesi fa
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1 ha cambiato i file con 1349 aggiunte e 0 eliminazioni
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      ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp

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ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp


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