Short Answer

The Importance of Instructional Clarity in Fine-Tuning

A team is fine-tuning a language model to generate marketing copy for social media posts. One engineer suggests using the simple instruction 'Write an ad' for all training examples. Another engineer argues for a more detailed instruction, such as 'Generate a short, engaging social media post to promote a new product, highlighting its key features and including a call-to-action.' Explain why the second, more detailed instruction is more likely to produce a successful model. In your explanation, contrast the potential outcomes of using each instruction.

0

1

Updated 2025-10-06

Contributors are:

Who are from:

Tags

Ch.3 Prompting - Foundations of Large Language Models

Foundations of Large Language Models

Foundations of Large Language Models Course

Computing Sciences

Analysis in Bloom's Taxonomy

Cognitive Psychology

Psychology

Social Science

Empirical Science

Science