Transformers contain several blocks of attention and feed-forward layers to gradually capture more complicated relationships. The task of the decoder module is to translate the encoder’s ...

Standard transformer architecture consists of three main components - the encoder, the decoder and the attention mechanism. The encoder processes input data ...

ChatGPT is based on the Transformer architecture ... Query Encoding Through Encoder Layers: After tokenization, each token is passed through a series of encoder layers within the model.

The key to addressing these challenges lies in separating the encoder and decoder components of multimodal ... for visual data and transformer-based architectures for audio and text.