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An AI researcher is examining two different methods for guiding a language model. Method 1 involves prepending the text 'Summarize the following article:' to the input. Method 2 involves inserting a sequence of trainable, continuous numerical vectors directly into the model's embedding space, which do not correspond to any actual words. Which statement correctly analyzes the representation of these two methods?
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
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Foundations of Large Language Models Course
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An AI researcher is examining two different methods for guiding a language model. Method 1 involves prepending the text 'Summarize the following article:' to the input. Method 2 involves inserting a sequence of trainable, continuous numerical vectors directly into the model's embedding space, which do not correspond to any actual words. Which statement correctly analyzes the representation of these two methods?
Analysis of Prompt Representations
A language model's input can be guided in different ways. Analyze the following descriptions of how these guides are represented and match each one to the correct term.