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Model selection decision tree

Model selection decision tree - Amazon Web Services (AWS) Tutorial

From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep

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Model selection decision tree

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- Let's take a look at a generative AI model selection decision tree. And it really comes down to, the primary question is what content are you trying to generate? What mode of content? And so we start with text. This is one of the most common use cases and it may require some specialization, and so we need to dig just a little bit deeper into text. If you're looking for just creative writing, conversational tone, a general purpose model might be perfectly appropriate for that with no modifications. If you want to do something in legal, financial, or compliance content, a fine-tuned model might be appropriate. But if you need something in technical or scientific language along with the logic that goes with it, then you start to get in a little bit closer to creating your own model, specifically for that domain. So if we go back to our tree, we ask about images. Is that what you're trying to generate? These are going to vary by quality, realism, artistry, performance, but for the most…

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