Equation 1 · Part 4 · OpenAI Model Systems from First Principles: Weights, Post-Training, and Inference Compute
Number of requests
What this part means
How many requests the system serves during the period being counted.
Its job in the formula
Q is one of the signed contributions combined to compute the quantity on the left.
Full expression→Number of requests→Article meaning
The passage around this formula
Write the total lifetime computation of a deployed system as . where is pretraining compute, is post-training compute, Q is the number of served requests over the system’s life, and is the mean compute per request. Until roughly 2024 the third term was treated as approximately fixed for a given model, and public discussion of capability collapsed onto the first. That assumption no longer…
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
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Sources cited in the surrounding passage
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