October 2023
Beginner
192 pages
5h 40m
English
Content preview from How AI Works
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6GENERATIVE AI: AI GETS CREATIVE
Generative AI is an umbrella term for models that create novel output, either independently (randomly) or based on a prompt supplied by the user. Generative models do not produce labels but text, images, or even video. Under the hood, generative models are neural networks built from the same essential components.
We’ll focus on three kinds of generative AI models: generative adversarial networks, diffusion models, and large language models. This chapter covers the first two. Large language models have recently turned the world of AI on its head. They are the subject of Chapter 7.
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