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NLP

What is tokenisation?

Tokenisation converts text into smaller units a model can process.

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01 · Understand the idea

In simple words

A language model does not simply receive text as one giant sentence. A tokenizer splits it into units called tokens. Think of dividing a chocolate bar into pieces before counting it, except token pieces do not have a fixed size. A short word might be one piece; another word might use several.

Two useful terms

Token: one unit processed by a model. Tokenizer: the method that splits text into those units.

Build your understanding

Tokenisation converts text into smaller units a model can process. Depending on the tokenizer, a unit may be a word, part of a word, punctuation or bytes. Token counts are model-specific. A whitespace split is an educational baseline, not an accurate substitute for a language model tokenizer.

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