Hands-On Generative AI with Transformers and Diffusion Models

By: and and and

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis
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
Copyright:
2025

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9781098149208
Related ISBNs:
9781098149246, 9781098149215
Publisher:
O'Reilly Media
Date of Addition:
Copyrighted By:
Omar Sanseviero, Pedro Cuenca, Apolinário Passos, and Jonathan Whitaker.
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

Reviews

No Rating Yet