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by shubhamintech 85 days ago
4.4 tok/s with reliable structured output is a solid local benchmark altho the question is whether SSD streaming introduces per-token latency variance that messes up tool call parsing downstream. The gap between 400 GB/s unified memory bandwidth and 17.5 GB/s SSD reads means you're in the hot path pretty much every time an expert isn't cached.