Standard transformer architecture consists of three main components - the encoder, the decoder and the attention mechanism. The encoder processes input data to generate a series of tokens, while ...

Each encoder and decoder layer makes use of an “attention mechanism” that distinguishes Transformer from other architectures. For every input, attention weighs the relevance of every other ...

The encoder's self-attention pattern for the word "it," observed between the 5th and 6th layers of a Transformer model trained for English-to-French translation ...