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Example of Prompt Search Space Construction
A practical method for constructing a prompt search space involves starting with a set of initial 'seed' prompts and then systematically editing them to generate a diverse collection of candidate prompts. This collection then becomes the space for the optimization algorithm to search through.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
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Example of Prompt Search Space Construction
A team is using an automated algorithm to discover the best prompt for a language model that summarizes complex scientific papers into a single paragraph for a general audience. To do this, they must first define the set of all possible prompts the algorithm can test. Which of the following strategies for defining this set is most likely to lead to the discovery of a highly effective prompt?
Evaluating a Prompt Optimization Strategy
Evaluating a Constrained Prompt Search Space