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Generating Creative Variations
A developer is using a language model to generate the first paragraph of a fantasy story based on the prompt: 'The old map was not made of paper, but of woven moonlight.' The model produces a compelling paragraph, but the developer wants to explore several different creative directions the story could take, all based on the same initial prompt. Describe the fundamental strategy the developer should employ to achieve this, and explain why this strategy is effective with modern language models.
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Ch.3 Prompting - 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
Social Science
Empirical Science
Science
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A developer is using a text-generation model to brainstorm a list of potential taglines for a new product. They provide a single, well-crafted prompt but find that the model consistently produces the same tagline. To generate a variety of different, high-quality taglines from this one prompt, which approach directly leverages the model's ability to consider multiple potential outcomes?
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Generating Creative Variations
Example of Generating Multiple Responses via LLM Sampling