Fireworks serves over 40T tokens daily, all from specialized post-trained models

andrew_n_carr · x · 2026-11-04

Nat Lambert shared that inference provider Fireworks AI serves over 40 trillion tokens per day, all from "specialized models" — post-trained models customized for individual customers rather than general-purpose APIs. Andrew Carr expressed surprise and asked about the growth curve and whether that token volume is actually large, hinting at the scale of enterprise custom-model inference demand.

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