How to write a great LLM prompt

Hey everyone,

This week, I want to discuss the need for using less-powerful LLM models for simpler tasks and how different models need specific instructions for better outputs.

I’m seeing four things with folks who use LLMs in production right now:

• GPT-4 can do many things very well, but it can become quite expensive for production.

• Builders turn to GPT-3.5 Turbo for cost savings, but struggle with results;

• They then want to test models for other providers like Google and Anthropic, or an open-sourced model but they don't get the same results.

• And lastly, they start thinking whether to fine-tune their own model.

Let’s talk about the strategies and how to go through this process.