Example of an Instruction for LLM-based Prompt Generation
An example template to directly instruct a Large Language Model to produce a prompt based on a task description is: You are given a task to complete using LLMs. Please write a prompt to guide the LLMs. *task-description*. This method provides a direct description of the task to the model.
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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
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Example of an Instruction for LLM-based Prompt Generation
A team is tasked with creating a system to summarize legal documents. To begin, they write a detailed, two-page description of the desired summary format, key information to include, and the target audience. They then input this description into a large language model with the instruction: 'Based on the provided document, generate a set of effective prompts for a summarization task.' When critiquing this team's strategy for creating an initial set of prompts, what is the most critical factor tha
Troubleshooting Initial Prompt Generation
Evaluating a Prompt Generation Strategy
Learn After
A software development team wants to use a text-generating model to write user-friendly error messages for their application. However, the team lacks experience in crafting effective instructions for such a task. They decide to use a powerful, general-purpose model to help them create the necessary instructions first. Which of the following requests to the general-purpose model best demonstrates the strategy of using one model to generate instructions for another?
Prompt Generation for a Specialized Task
Crafting a Prompt-Generating Instruction