LinkedIn – Steve Nouri: “It is an interactive guide covering prompt engineering and best practices for developers, researchers, and enthusiasts working with large language models. Some of the ideas:
- Role Prompting: Assigning roles to the model can yield more consistent and contextually appropriate responses.
- Chain-of-Thought Prompting: Encouraging a step-by-step thought process in prompts significantly improves the model’s ability to perform complex reasoning.
- Self-Consistency: The self-consistency method enhances accuracy by generating multiple responses and selecting the most frequent answer.
- Retrieval-Augmented Generation: This technique involves incorporating external facts into prompts to provide more accurate and factual information.
- Check it out here: https://lnkd.in/gQqbH-EE
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