Refining a Summarization Prompt
Based on the scenario below, explain why the initial instruction failed to produce the desired output and write a revised instruction that is more likely to generate a summary of the specified length.
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Ch.4 Alignment - 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 user gives a language model the following instruction and text:
Instruction: 'Summarize the following text in exactly one sentence.'
Text: 'The sun is a star at the center of our solar system. It is a nearly perfect sphere of hot plasma, with internal convective motion that generates a magnetic field. Its diameter is about 109 times that of Earth, and its mass accounts for about 99.86% of the total mass of the solar system.'
The model produces this output:
Output: 'The sun is the central star of our solar system. It is a massive sphere of hot plasma that generates a magnetic field. It is significantly larger and more massive than Earth.'
Which of the following statements best evaluates the model's performance?
Applying a Length Constraint to a Prompt
Refining a Summarization Prompt