Hands-On Generative AI with Transformers and Diffusion Models
Language: English
Published by O'reilly Media Jan 2025, 2025
- Softcover
- New
Condition: New
£ 70.84
Quantity: 1 available
Add to basketItem description from seller
Neuware -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.…
Seller Inventory # 9781098149246
- Title
- Hands-On Generative AI with Transformers and Diffusion Models
- Author
- Apolinario Passos
- Publisher
- O'reilly Media Jan 2025
- Publication year
- 2025
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1098149246
- ISBN 13
- 9781098149246
- Item weight
- 698 grams
- Dimensions
- 231x187x21 mm
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
"Synopsis" may belong to another edition of this title.
About the Author
Pedro Cuenca is a Machine Learning Engineer at Hugging Face working on diffusion software, models, and applications. He has 20+ years of software development experience in fields like Internet applications (in Spain, he helped create the first interactive educational portal, the first book store, and the first free ISP) and, more recently, iOS. As a co-founder and CTO of LateNiteSoft, he worked on the technology behind Camera+, a successful iPhone photography app. He created deep-learning models for tasks such as photography enhancement and super-resolution. He was also involved in the development and operations behind dalle-mini. He brings a practical vision of integrating AI research into real-world services and the challenges and optimizations involved.
Apolinário Passos is a Machine Learning Art Engineer at Hugging Face working across different teams on multiple machine learning for art and creativity use-cases. Apolinario has 10+ years of professional and artistic experience, alternating between holding art exhibitions, coding, and product management, having been a Head of Product in World Data Lab. Apolinario aims to ensure that the ML ecosystem supports and makes sense for artistic use cases.
Jonathan Whitaker is a data scientist and deep learning researcher focused on generative modeling. He has previously worked on several courses related to the topics covered in this book, including the Hugging Face diffusion models class and Fast.AI's 'From Deep Learning Foundations to Stable Diffusion' which he co-created with Jeremy Howard in 2022. He has also applied these techniques in industry during his time as a consultant and now works full-time on AI research and development at Answer.AI.
"About the title" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 9 to 30 business days | 8 to 14 business days |
|---|---|---|
| First item | £ 21.63 | £ 27.47 |
Payment methods
- Bank Wire Transfer
- Cash
- Cash on Delivery
- Check
- Paypal
Store description
Die Schreibwaren sind im Büro, in der Schule und Zuhause allgegenwärtig und auch im Computerzeitalter nicht aus dem Alltag wegzudenken. Schreibwaren Wegmann ist Ihr Online Shop für Bürobedarf und Schulbedarf, der das ganze Sortiment an Büromaterial und Schulsachen zu günstigen Preisen online zu kaufen bietet. In unserem ständig wachsendem Angebot im Online Shop führen wir derzeit viele tausend Büroartikel, alles rund um die Schule, Bürotechnik, Büroeinrichtung bis hin zu ausgefallenen Geschenkartikeln und Postkarten, originell oder regional aus der Region Bayerischer Wald, Böhmerwald, Arberland und Zwiesel. Schreibwaren Wegmann ist Ihr Schreibwarengeschäft. Besuchen Sie uns gerne auch persönlich in unserem Schreibwarenladen in Zwiesel am Stadtplatz 6. Wir heißen Sie herzlich willkommen. Unsere Öffnungszeiten im Schreibwarengeschäft: Montag - Freitag : 07.30 - 19.00 Uhr, Samstag 07.30 - 16.00 Uhr. Und natürlich rund um die Uhr, 24/7, im Schreibwaren Online Shop.…
Seller's business information
Metz Wegmann GmbH
Waldbahnstraße 94
Zwiesel, Germany 94227
Terms of sale
Metz Wegmann GmbH
Waldbahnstr. 94
94227 Zwiesel
Deutschland
Tel.: 09922609490
Fax: 09922609491
E-Mail: info@schreibwaren-wegmann.de
Registergericht: Amtsgericht Deggendorf
Registernummer: HRB 5721
Geschäftsführer: Janos Metz
Umsatzsteuer-Identifikationsnummer: DE364194228
Verantwortliche/r i.S.d. § 18 Abs. 2 MStV:
Janos Metz, Stadtplatz 6, 94227 Zwiesel
Zuständige Aufsichtsbehörde für das Angebot audiovisueller Mediendienste:
Bayerische Landeszentrale für neue Medien (BLM), Heinrich-Lübke-Straße 27, 81737 München, Deutschland
Wir sind zur Teilnahme an einem Streitbeilegungsverfahren vor einer Verbraucherschlichtungsstelle weder verpflichtet noch bereit.
Betriebsstätte:
Stadtplatz 6
94227 Zwiesel
Deutschland
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Wegmann1855, Zwiesel, Germany, +49 22609490, without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.