Prompt Engineering Guide: Mastering LLMs

Prompt Engineering Guide is a specialized discipline focused on the development and optimization of prompts, enabling efficient application and construction with Large Language Models (LLMs) across various applications and use cases. Acquiring skills in Prompt Engineering aids in a deeper understanding of the capabilities and limitations of LLMs, thereby enhancing their safety and performance on both common and complex tasks. A comprehensive guide is provided, covering both theoretical and practical aspects of prompt engineering. This guide teaches how to utilize the most effective prompting techniques for interaction and building with LLMs. Examples are provided that have been tested with gpt-3.5-turbo using OpenAI’s Playground. These examples cover a range of topics including LLM settings, basics of prompting, prompt elements, general tips, and specific examples of prompts.

DAIR.ai
Not Applicable
February 3, 2024
Ultimate Engineering Guide for Prompting Techniques