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Understanding the Essence: Transformer

  • This article provides an understanding of the underlying mechanisms in a Transformer model.
  • The illustration shows the relationships between Query and Key in the Transformer model.
  • Query, Key, and Value are derived from the embedding matrices in the model.
  • The Transformer model consists of attention heads, layer normalization, residual connections, and an MLP layer.

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