2min chapter

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#120 – François Chollet: Measures of Intelligence

Lex Fridman Podcast

CHAPTER

Is There a Bottleneck in Deep Learning?

The bottleneck in the case of these generative transformer models is absolutely the trained data. The thing is, if you're going to use these models in real products, then you want to fit them data that's as high quality as factual. So at some point I was working on a model at Google that's trained on a 350 million label images. That's like probably most publicly available images on the web at the time. It turned out that you could easily get a better model, not just by training.

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