2min chapter

Data Skeptic cover image

The Limits of NLP

Data Skeptic

CHAPTER

Transfer Learning

We're training an 11 billion perameter model on about a trillion tokens of text. That takes a ton of computation. But once you've already done that, you sort of admertize the cost and it makes it much cheaper for a practitioner to use the results. The expensive part is kind of paid ahead of time when you do the pre training.

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