Hands-On Generative AI with Transformers and Diffusion Models

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Beschreibung

<p>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.</p><p>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.</p><ul> • 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 </ul>

Artikeldetails

EAN

9781098149246

Sprache

Englisch

Einband / Art

Taschenbuch

Maße

231 x 187 x 21 mm

Erscheinungsjahr

2024

Verlag / Hersteller

O'Reilly Media