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RUNNING-LOCAL-LLMS4 MIN READ

Sort Local LLM Metrics Into Golden Signals

Classify local-LLM metrics into latency, traffic, errors, and saturation.

Sort each metric into the golden signal it best represents. Latency Traffic Errors Saturation Time to first token Tokens generated per second Requests per minute Prompt tokens submitted per hour Invalid JSON responses from a structured-output prompt Model-load failures after quantization change GPU VRAM headroom below 1 GB Inference queue depth above three

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