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  • How to prompt GPT-3.5 Turbo to follow instructions as GPT-4?

    Anita Kirkovska
    0 replies
    Hey guys! As I'm working with a lot of customers on their AI workflows, I'm noticing two things: - GPT-4 is great for many tasks, but it is becoming very expensive in production - GPT-3.5 Turbo is a great and familiar alternative, but the results aren't as good So if you have a more complex LLM workflow, the balance here is to use GPT-4 for more complex tasks, and resort to GPT-3.5 Turbo for others. For example, GPT-3.5 Turbo will do great with summarization, but it won’t do that well at capturing intent from a customer message. However, depending on the use-case, you might end up using GPT-3.5 Turbo for more complex tasks. To do that, you need to create prompts that are similar to how the model was trained. So I wrote this guide on how to prompt it so you can get it to perform better. Dropping the guide here, but I'm curious to learn if you have any other tips! Guide: https://www.vellum.ai/blog/prompt-engineering-tips-to-boost-gpt-3-5-to-gpt-4-level
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