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AI glossary

Token

A token is the piece of text a language model reads and writes in: often part of a word, a whole short word or a punctuation mark.

Before a model sees your prompt, a tokeniser cuts it into tokens and turns each into a number. In English a token is roughly four characters, so "unbelievable" may be three tokens while "cat" is one.

Tokens are what you pay for and what limits you: an API charges per token in and per token out, and the context window is measured in tokens. Counting them before a call is how you keep a cost and a prompt in bounds.

Other languages and code often take more tokens per word than English, so a budget worked out on English text can run short on Japanese or on a long stack trace.

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