Reasoning and Few-Shot Techniques — Prompt Engineering & Evaluation R…
Getting a model to think before it answers
Steps in Reasoning and Few-Shot Techniques
- Chain-of-Thought Prompting — beginner · Encouraging step-by-step reasoning before a final answer
- Few-Shot Prompting — beginner · Using examples within a prompt to demonstrate the desired behavior
- Zero-Shot vs Few-Shot Trade-offs — beginner · When examples help, and when they add unnecessary noise
- Self-Consistency and Multiple Reasoning Paths — beginner · Sampling multiple reasoning attempts and selecting the best
- Least-to-Most and Decomposition Prompting — beginner · Breaking a hard problem into a sequence of easier ones
Part of
- Prompt Engineering & Evaluation roadmap — the full learning path