2min chapter

This Week in Startups cover image

How open-source & distributed models can win AI with MosaicML’s Naveen Rao | E1754

This Week in Startups

CHAPTER

The Importance of Tokens in Machine Learning

The way these models work is that we tokenize the language into these blocks that are meaningful, a word or some piece of the word. And then that becomes the input to the model which we call a prompt. That prompt sets what we call a context. This is why prompt length is actually quite important. So what we enabled was a very long context window that you could actually feed it a whole book. We in fact, that the entire great Gatsby and we asked it to write the epilogue made up epilogue and it did so. It can do that across the entire context of the book. Imagine like reading the whole book, keeping it all in your mind and

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