Grokking Generative AI Fundamentals
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How Text Gets Generated

A customer asks a support assistant, "Where is my refund?" The table below follows the reply as it appears, one token at a time. The times are illustrative.

TimeWhat happens
0 msThe request reaches the model.
350 ms"Your"
380 ms"refund"
410 ms"has"
440 ms"been"
470 ms"approved"
500 ms"."
530 msA special token that means "done"

The first token takes the longest because the model reads the whole request first

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