jonathandinu/programming-generative-ai
Code, slides, and examples from my generative AI video course... taking you all the way from VAEs to near real-time Stable Diffusion with PyTorch and Hugging Face!
This course material helps software developers and machine learning engineers understand and implement generative AI models from the ground up. You'll learn to build various models, starting with basic neural networks and progressing to complex text-to-image systems like Stable Diffusion. The input is foundational machine learning knowledge, and the output is the ability to train and apply your own generative AI models for creating images and text.
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Use this if you are a developer looking to gain a deep, hands-on understanding of how generative AI models, from VAEs to Stable Diffusion, are built and programmed.
Not ideal if you are looking for a no-code solution or pre-trained models to immediately apply generative AI without understanding the underlying code.
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Dec 19, 2024
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