AnalysisDevelopersAugust 4, 2026

llama.cpp PR caches hot MoE experts on GPU — 33→56 tok/s with 8GB VRAM

PR #26563 adds an expert-usage heatmap to llama.cpp, caching frequently used MoE experts in VRAM while cold experts run on CPU. The author reports 33 → 56 tok/s on an 8GB VRAM setup.

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