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An enterprise customer wants a contractual latency guarantee for our model API. What can you promise, and how?

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Model latency depends on input length, output length, load and the model itself, so a naive guarantee is either meaningless or impossible. The interviewer wants a guarantee that is defined precisely, measurable and backed by capacity.

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Model latency depends on input length, output length, load and the model itself, so a naive guarantee is either meaningless or impossible. The interviewer wants a guarantee that is defined precisely, measurable and backed by capacity.

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