Few-shot Learning
Category: AI Techniques
📖 Definition
Few-shot learning provides an AI with a few examples within your prompt to guide its response. This helps the AI understand your desired format or task without fine-tuning.
🔑 Key Points
- Includes 2-5 examples in the prompt
- Helps AI understand format, tone, or specific requirements
- More effective than zero-shot for complex tasks
- No fine-tuning required - examples are in-context
💡 Why It Matters
Few-shot learning dramatically improves AI output quality for specific tasks. It's a key technique for customizing AI without technical setup.