Freaks City

When processing sequential data such as text, order information is fundamentally critical. To incorporate sequence order rather than treating the input as an unordered set, encoding positional information becomes essential. Positional encoding achieves this by assigning unique embedding vectors to each position and adding them to corresponding ...

Model Structure The basic unit consists of token embedding with positional encoding, encoder, and decoder. Encoder: Self-attention layer with skip connections and layer normalization, followed by a feed-forward network (FFN) with skip connections and layer normalization. Decoder: Self-attention layer with skip connections and layer normalizati ...