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Hands-On Generative AI with Transformers and Diffusion Models
Learn to use generative AI techniques to create novel text, images, audio, and even music with this practical, hands-on book. Readers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to their needs, and how to combine existing building blocks to create new models and creative applications in different domains.
This go-to book introduces theoretical concepts followed by guided practical applications, with extensive code samples and easy-to-understand illustrations. You'll learn how to use open source libraries to utilize transformers and diffusion models, conduct code exploration, and study several existing projects to help guide your work.
Build and customize models that can generate text and imagesExplore trade-offs between using a pretrained model and fine-tuning your own modelCreate and utilize models that can generate, edit, and modify images in any styleCustomize transformers and diffusion models for multiple creative purposesTrain models that can reflect your own unique style
This go-to book introduces theoretical concepts followed by guided practical applications, with extensive code samples and easy-to-understand illustrations. You'll learn how to use open source libraries to utilize transformers and diffusion models, conduct code exploration, and study several existing projects to help guide your work.
Build and customize models that can generate text and imagesExplore trade-offs between using a pretrained model and fine-tuning your own modelCreate and utilize models that can generate, edit, and modify images in any styleCustomize transformers and diffusion models for multiple creative purposesTrain models that can reflect your own unique style
416 pages, Paperback
Published December 31, 2024
13 people are currently reading
60 people want to read
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May 26, 2025
This book offers a different level of explanation when it comes to demystifying complex topic. I like how the author breaks down every complex content in a structural way yet easy to follow. Reading technical theory titled Building Large Language model from scratch by Sebastian followed by this book will be a good combination to get the natural feeling of comprehending every narratives the author brings in this book. I really enjoy reading every page of it and It is gonna be my go-to reference for my for future project.
Displaying 1 of 1 review