Hands-On Generative AI with Transformers and Diffusion Models vn

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 images

• Explore trade-offs between using a pretrained

model and fine-tuning your own model

• Create and utilize models that can generate, edit,

and modify images in any style

• Customize transformers and diffusion models

for multiple creative purposes

• Train models that can reflect your own unique style