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Few-shot prompting

Zero-shot vs few-shot prompting

Zero-Shot vs. Few-Shot Prompting: Choosing the Right Approach for Your AI Model

Explore the differences between zero-shot and few-shot prompting to optimize your AI model's performance. Learn when to use each technique for efficiency, accuracy, and cost-effectiveness.

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models - Summary

The paper explores how generating a chain of thought can improve the ability of large language models to perform complex reasoning. The authors introduce a simple method called chain-of-thought prompting, where a few chain of thought demonstrations are provided as exemplars in prompting. Experiment