Overview
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Explore key principles for optimizing LLaMA 2 and ChatGPT responses in this informative video on mastering AI prompt engineering. Delve into a comprehensive review of 26 principles that can transform your approach to querying Large Language Models (LLMs). Learn effective strategies for structuring prompts for expert audiences and breaking down complex tasks to significantly improve LLM performance in AI projects. Gain insights from a detailed paper analysis, practical examples, and discussions on prompting principles, prompt design, and evaluation techniques for quality and correctness. Discover valuable resources, including an AI Bootcamp preview and access to a GitHub repository, to further enhance your prompt engineering skills.
Syllabus
- Intro
- AI Bootcamp on MLExpert.io
- Paper Overview
- Example Principles in Action
- Prompting Principles
- Prompt Design Principles
- Evaluation quality and correctness
- Conclusion
Taught by
Venelin Valkov