Overview
Learn how to use generative media techniques with AI to create novel images or music in this practical, hands-on guide. Data scientists and software engineers will understand how state-of-the-art generative models work, how to fine-tune and adapt them to your needs, and how to combine existing building blocks to create new models and creative applications in different domains.
This book introduces theoretical concepts in an intuitive way, with extensive code samples and illustrations that you can run on services such as Google Colaboratory, Kaggle, or Hugging Face Spaces with minimal setup. You'll learn how to use open source libraries such as Transformers and Diffusers, conduct code exploration, and study several existing projects to help guide your work.
- Learn the fundamentals of classic and modern generative AI techniques
- Build and customize models that can generate text, images, and sound
- Explore trade-offs between training from scratch and using large, pretrained models
- Create models that can modify images by transferring the style of other images
- Tweak and bend transformers and diffusion models for creative purposes
- Train a model that can write text based on your style
- Deploy models as interactive demos or services
This book title, Hands-On Generative AI with Transformers and Diffusion Models, ISBN: 9781098149246, by Omar Sanseviero, Pedro Cuenca, Apolinario Passos, Jonathan Whitaker, published by O'Reilly Media (January 7, 2025) is available in paperback. Our minimum order quantity is 25 copies. All standard bulk book orders ship FREE in the continental USA and delivered in 4-10 business days.
Unlike Amazon and other retailers who may also offer Hands-On Generative AI with Transformers and Diffusion Models books on their website, we specialize in large quantities and provide personal service, from trusted, experienced, friendly people in Portland, Oregon. We offer a Price Match Guarantee, and QuickQuote form, to make purchasing quick and easy.
Prefer to work with a human being when you order Hands-On Generative AI with Transformers and Diffusion Models books in bulk? Our Book Specialists are standing by Monday-Friday 8-5 PST, ready to help!