From the course: Advanced Guide to ChatGPT, Embeddings, and Other Large Language Models (LLMs)
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Input/output validation - ChatGPT Tutorial
From the course: Advanced Guide to ChatGPT, Embeddings, and Other Large Language Models (LLMs)
Input/output validation
- In this lesson, we are going to be building off of our previous lesson of introduction to prompt engineering. So I'm going to use some terms like just ask or few-shot and expect that you more or less mostly know what that is. So if you need a refresher, go back. But for now, we are going to move on to our first section. Input and output validation. When you're dealing with LLMs, if you've ever used one, you might have noticed that it's pretty easy to make a large language model say something not super in line with what you expected it to do while solving a task. This is more true than it has ever been in the world of natural language processing. We have been building NLP models for decades arguably, but we've never had the kind of AI models that were so free in their ability to generate. Now we've done some prompting before where we got it to, you know, output our, you know, talks, trying to classify whether or not something is of a star rating by fine tuning an open AI model. We've…
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