Stuck at 120-160 tps on local LLM: Reddit debates AVX-512 vs AVX2 for CPU pick

catbluesgames · reddit · 2026-10-31

A Redditor running local inference with flash attention (basalt) on a 13700K + 128GB DDR5 box sees only 120-160 tps and suspects CPU-side expert computation is the bottleneck, with low GPU utilization. They're torn between an Intel 270K+ (better value, no AVX-512) and an AMD 9950X (pricier, AVX-512, 16 cores), asking how much AVX-512 actually matters for AI workloads.

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