AnalysisDevelopersAugust 4, 2026

Llama.cpp PR moves sampling to GPU for up to 8% speed boost

A llama.cpp PR moves MTP sampling from CPU to GPU, claiming an 8% tok/s boost on an RTX 5090 running Qwen3.6:35b. The author measured 4% faster inference on a P40, hitting 84 tok/s.

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