Скачать или смотреть How Does A Transformer Decoder Generate Output Sequences?

Ever wondered how advanced AI models like Transformers create coherent and contextually relevant text? This video dives deep into the intricate workings of the Transformer decoder, the unsung hero behind sequence generation.

In this explanation, you will learn:
► The fundamental role of the Transformer decoder in sequence-to-sequence tasks.
► How attention mechanisms, specifically masked self-attention, enable the decoder to generate outputs word by word.
► The process of generating new tokens based on previously generated ones and the input encoding.
► Key architectural components like multi-head attention and feed-forward networks within the decoder stack.
► The significance of the final linear and softmax layers in predicting the next token in the sequence.


#TransformerDecoder, #AIExplained, #MachineLearning, #NeuralNetworks, #NLP