Measure LLM decode bandwidth limits on Arm with llama-roofline
Introduction
Understand why token generation is limited by memory bandwidth
Build llama.cpp and install llama-roofline
Measure the memory bandwidth ceiling
Diagnose whether decode is memory-bound
Choose thread count and model size from the measurements
Next Steps
Measure LLM decode bandwidth limits on Arm with llama-roofline
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