Encoder Input Notation
A sequence-to-sequence model is processing the source sentence 'Hello world', which is tokenized into two tokens. Using the standard notation where ex represents an embedding for a source token, write out the complete sequence of embeddings that is passed to the encoder. Remember to account for any special tokens that frame the input.
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
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A sequence-to-sequence model is translating the source text 'The cat sat'. The model has already generated the first target token, 'Le'. To generate the second target token, what sequence of embeddings is fed into the decoder? Assume the decoder's input starts with a special token
<s>, the source text embeddings are denoted byex, and the target text embeddings are denoted byey.In a sequence-to-sequence model that uses a pre-trained text encoder, specific symbols are used to represent different parts of the data flow. Match each notational symbol with its correct description.
Encoder Input Notation