Prompt Engineering

Getting LLMs to do what you want through effective prompting.

Slides

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Outline

  • (35m) Prompting engineering and hallucinations
    • Activity: images of mpg vs weight and ask for interpretation
    • Activity (part 1): same question, but we’ve replaced the image with random noise
    • Activity (part 2): work with partner to try to get the model to give you a decent interpretation of the random noise image
    • Prompt engineering best practices, in particular the system prompt
    • Activity: create the prompt for the quiz game show