4min chapter

Machine Learning Street Talk (MLST) cover image

Future of Generative AI [David Foster]

Machine Learning Street Talk (MLST)

CHAPTER

The Importance of Locality Priorities in Large Language Models

RNNs forget things quite quickly, but there's something really exciting about large language models as they are at the moment. The problem with vector lookup is that the chunk itself will capture it via its embedding a certain flavor of what that paragraph was about. And we're back to the old LSTM problem of how much weight or how much importance do you want to give the word pink?

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