The encoder’s self-attention mechanism helps the model weigh the importance of each word in a sentence when understanding its meaning. Pretend the transformer model is a monster: ...

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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 ...