Emergent Mind

The Cost of Training NLP Models: A Concise Overview

(2004.08900)
Published Apr 19, 2020 in cs.CL , cs.LG , and cs.NE

Abstract

We review the cost of training large-scale language models, and the drivers of these costs. The intended audience includes engineers and scientists budgeting their model-training experiments, as well as non-practitioners trying to make sense of the economics of modern-day NLP.

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