Understanding Transformers Part 10: Final Step in Encoding

In the

At this point, we have everything needed to encode the input for this simple transformer.

These four components work together to convert words into meaningful numerical representations:

• Word embedding


• Positional encoding


• Self-attention


• Residual connections

Now that we have encoded the English input phrase “Let’s go”, the next step is to decode it into Spanish.

To do this, we need to build a decoder, which we will explore in the next article.

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