Chinese Prompt Engineering Guide

Prompt Project Guide

Table of contents

• 0. Introduction
• 1. Prompt project introduction
  • 1.1 Parameter settings for large language models
  • 1.2 Prompt project basics
  • 1.3 Common prompt styles
  • 1.4 Constituent elements of prompts
  • 1.5 Common Tips for Design Tips
  • 1.6 Prompt statement example
• 2. Prompt project advancement
  • 2.1 Zero-shot
  • 2.2 Few-shot
  • 2.3 Limitations of few sample prompts
  • 2.4 Chain-of-Thought
  • 2.5 Zero-shot CoT
  • 2.6 Self-Consistency