Understanding LLM Capabilities
Gain insight into what LLMs excel at and where they might struggle, setting realistic expectations for prompt design.
Welcome to LLM Capabilities
Understanding what Large Language Models (LLMs) can and cannot do is crucial for effective prompt engineering.
This lesson will help you set realistic expectations and design better prompts by exploring their core strengths and common limitations.
LLM Superpowers Unveiled
LLMs are incredibly powerful tools, excelling at many language-related tasks. Their 'superpowers' come from being trained on vast amounts of text data.
- Language Generation: Creating human-like text.
- Summarization: Condensing long documents.
- Translation: Converting text between languages.
- Question Answering: Providing information based on input.
All lessons in this course
- Understanding LLM Capabilities
- Zero-Shot and Few-Shot Prompting
- Role-Playing and Persona Prompts