Learn Before
Example of a Prompt Template for Instruction Generation in Self-Instruct
An example of a prompt template used to generate a new instruction in the Self-Instruct process is: "You are provided several different instructions for performing some tasks. Please generate an instruction based on these. Task 1: Task 2: Task 3: Task 4: New Task:". This template directs the Large Language Model to synthesize a new task instruction by learning from the provided examples in-context.
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Ch.4 Alignment - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
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Instruction Sampling for Diversity in Self-Instruct
Example of a Prompt Template for Instruction Generation in Self-Instruct
Sample Generation in Self-Instruct
An AI development team provides a large language model with a prompt containing several existing task instructions, such as 'Translate this sentence into French' and 'Write a poem about the ocean.' The prompt then asks the model to generate a new, distinct instruction based on the examples provided. What is the primary function of including the existing instructions in the prompt?
Automated Task Creation for a Marketing Dataset
Analyzing a Flawed Prompt for Instruction Generation
Learn After
A machine learning engineer wants to use a large language model to expand a dataset of task instructions. The goal is to generate a new, unique instruction that is stylistically and thematically similar to a small set of existing instructions. Which of the following prompts, when combined with the set of existing instructions, is best designed to achieve this specific goal?
Evaluating a Prompt Template for Instruction Generation
Crafting a Directive for Task Generation