Babbage from The Economist (subscriber edition) cover image

Babbage: The science that built the AI revolution—part four

Babbage from The Economist (subscriber edition)

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Demystifying Language Models: Transformers and Tokenization

This chapter explores the fundamental mechanics of large language models, focusing on transformers and tokenization. It explains how language is converted into numerical representations, emphasizing the role of tokens in coherent language generation and the attention mechanism that enhances word relationships. Additionally, the chapter challenges traditional linguistic beliefs by demonstrating how these models can learn complex language patterns from vast datasets.

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