Debugging an Input Embedding
Analyze the engineer's calculation. Identify the error(s) in their composition of the final input vector for the token 'is' at index 7 and explain what the correct components should be.
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Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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Consider the following input prepared for a language model that processes sentence pairs:
[CLS] The sky is blue . [SEP] The grass is green . [SEP]The final vector representation for each token in this sequence is created by summing three distinct vectors: one for the token's identity, one for its position in the sequence, and one to indicate which sentence it belongs to (the first or the second).
Which of the following statements correctly analyzes the final vector representations for the two instances of the token 'The' in the sequence?
Deconstructing an Input Vector
Debugging an Input Embedding