Jeff Bolz's narrow tiles cut the KHR cooperative-matrix case at M=4096, K=14336, N=16 from 325.49 to 72.36 microseconds on an RTX 5090.
By [RuntimeWire Staff](https://runtimewire.com/author/runtimewire-staff)
· Published
llama.cpp, the inference project created by Georgi Gerganov, merged new Vulkan cooperative-matrix tiles on November 14th, 2026. The sharpest result was for one matrix shape: Q4_K, M=4096, K=14336, N=16, on an NVIDIA GeForce RTX 5090. In the KHR cooperative-matrix path, that multiply fell from 325.49 microseconds to 72.36 microseconds, a 4.50x kernel speedup reported in the merged pull request.…