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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
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