AnalysisDevelopersAugust 7, 2026

llama.cpp PR makes Q2_0 3.0–3.6x faster on x86 CPUs

The pull request adds an x86 VNNI kernel for Q2_0×Q8_0 dot products, with author benchmarks showing roughly 3–3.6x higher throughput. In one test, an 8B model's CPU decode speed rose from 2.39 to 8.20 tok/s.

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