📊 Technical Concept

Token

A token is the basic unit of text that AI models process, representing words, parts of words, or even individual characters. Think of tokens as the building blocks that help AI understand and generate language by breaking down text into manageable pieces.

Why it Matters

it allows AI to handle different languages, complex words, and varied writing styles efficiently.

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How It Works

  • 1

    Tokens are created through tokenization algorithms like Byte Pair Encoding (BPE) or WordPiece, which statistically determine optimal subword units.

  • 2

    In transformer architectures, each token gets converted into numerical embeddings that capture semantic meaning through attention mechanisms.

Real-World Example

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When you type 'Hello, how are you?' in ChatGPT, the system breaks this into tokens like ['Hello', ',', ' how', ' are', ' you', '?'] before processing your message and generating a response.

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