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--n-gpu-layers in llama.cpp: how to set -ngl

calendar_today October 4, 2026 domain openrelay

What llama.cpp’s –n-gpu-layers (-ngl) puts on the GPU, how to size it from free VRAM and the GGUF file, and what fails when it is set too high.

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