What I Measure Before Calling a Model Ready

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A wider definition of ready

I check accuracy, latency, memory use, failure behavior, and the quality of the data reaching the model. A model that performs well in a notebook but fails under real input is not ready.

Writing down these measures early makes trade-offs visible and gives the final system a dependable baseline.

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