Generative AI Model Architectures (Paperback)
Idioma: inglés
Editorial: Independently Published, 2026
- Tapa blanda
- Nuevo
Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail
Vendedor de IberLibro desde 29 de junio de 2022
Condición: Nuevo
EUR 31,96
Cantidad disponible: 1 disponible
Añadir al carritoDescripción del artículo del vendedor
Paperback. Behind every generated answer, image, voice, video, or synthetic experience is an architecture that determines what the system can understand, how it processes information, and what it can produce.Generative AI models are often discussed as though they were one technology. In practice, foundation models, transformers, diffusion systems, and multimodal models rely on different structures, training objectives, information flows, and generation processes. Understanding these differences is essential for evaluating modern AI systems without treating them as mysterious black boxes.Generative AI Model Architectures provides a structured, code-free explanation of the systems powering contemporary generative artificial intelligence. Across ten progressive chapters, the book develops a practical mental model of how data enters a generative system, how representations are formed, how information moves through model layers, and how the final output is produced.The book examines: - The defining principles of generative models and how they differ from predictive and discriminative systems- How foundation models progress from large-scale pretraining to adaptation and inference- The anatomy of transformer systems, including tokens, embeddings, attention, feed-forward layers, context, and decoding- How attention mechanisms identify relationships and distribute information across a sequence- How diffusion systems learn to reverse noise and construct images or other outputs progressively- How text, images, audio, and other modalities can be represented and combined within one system- The role of encoders, decoders, shared representations, conditioning, and cross-modal attention- How architectural decisions influence capability, output quality, computational demand, latency, control, and scalability- Why different generative tasks require different model structures- How limitations, failure modes, evaluation requirements, and responsible-use considerations relate to architectureTechnical concepts are developed through clear explanations, examples, comparisons, and tables rather than programming code. The objective is not to teach one platform or promote one model. It is to give readers a durable conceptual framework for understanding how generative AI systems are assembled and why they behave as they do.This textbook is suitable for students, educators, analysts, AI product professionals, consultants, technical managers, and developers who want to understand model architecture before making implementation decisions. It can also help business and policy professionals evaluate AI proposals, communicate more effectively with technical teams, and distinguish meaningful architectural differences from marketing terminology.Generative AI Model Architectures is the foundational volume in the Generative AI Engineering series and establishes the architectural knowledge required for the specialized subjects developed in subsequent books. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
N° de ref. del artículo 9798189856860
- Título
- Generative AI Model Architectures (Paperback)
- Autor
- Konstantin Titov
- Editorial
- Independently Published
- Año de publicación
- 2026
- Estado
- new
- Encuadernación
- Paperback
- Idioma
- inglés
- ISBN 13
- 9798189856860
- Serie
- Libro 1 de 1: Generative AI Engineering
Behind every generated answer, image, voice, video, or synthetic experience is an architecture that determines what the system can understand, how it processes information, and what it can produce.
Generative AI models are often discussed as though they were one technology. In practice, foundation models, transformers, diffusion systems, and multimodal models rely on different structures, training objectives, information flows, and generation processes. Understanding these differences is essential for evaluating modern AI systems without treating them as mysterious black boxes.
Generative AI Model Architectures provides a structured, code-free explanation of the systems powering contemporary generative artificial intelligence. Across ten progressive chapters, the book develops a practical mental model of how data enters a generative system, how representations are formed, how information moves through model layers, and how the final output is produced.
The book examines:
• The defining principles of generative models and how they differ from predictive and discriminative systems
• How foundation models progress from large-scale pretraining to adaptation and inference
• The anatomy of transformer systems, including tokens, embeddings, attention, feed-forward layers, context, and decoding
• How attention mechanisms identify relationships and distribute information across a sequence
• How diffusion systems learn to reverse noise and construct images or other outputs progressively
• How text, images, audio, and other modalities can be represented and combined within one system
• The role of encoders, decoders, shared representations, conditioning, and cross-modal attention
• How architectural decisions influence capability, output quality, computational demand, latency, control, and scalability
• Why different generative tasks require different model structures
• How limitations, failure modes, evaluation requirements, and responsible-use considerations relate to architecture
Technical concepts are developed through clear explanations, examples, comparisons, and tables rather than programming code. The objective is not to teach one platform or promote one model. It is to give readers a durable conceptual framework for understanding how generative AI systems are assembled and why they behave as they do.
This textbook is suitable for students, educators, analysts, AI product professionals, consultants, technical managers, and developers who want to understand model architecture before making implementation decisions. It can also help business and policy professionals evaluate AI proposals, communicate more effectively with technical teams, and distinguish meaningful architectural differences from marketing terminology.
Generative AI Model Architectures is the foundational volume in the Generative AI Engineering series and establishes the architectural knowledge required for the specialized subjects developed in subsequent books.
“Sinopsis” puede pertenecer a otra edición de este título.
CitiRetail
Stevenage, Reino Unido
Vendedor de IberLibro desde 29 de junio de 2022
Tarifas de envío de Reino Unido a Estados Unidos de America
| Artículo | De 7 a 14 días hábiles | De 7 a 60 días hábiles |
|---|---|---|
| Primer artículo | EUR 44,18 | EUR 44,18 |
Métodos de pago
Descripción de la tienda
Online business
Información empresarial del vendedor
ABC BOOKS LIMITED
10 John Street
London, Reino Unido WC1N 2EB
Condiciones de venta
Orders can be returned within 30 days of receipt.
Derecho al desistimiento
Si es un consumidor, puede rescindir el contrato de acuerdo con lo siguiente. Por consumidor se entiende cualquier persona física que actúe con fines ajenos a su actividad comercial, empresarial, oficio o profesión.
Información sobre el derecho de desistimiento
Derecho legal de desistimiento
Tiene derecho a rescindir este contrato en un plazo de 14 días sin dar ningún motivo.
El periodo de desistimiento vencerá a los 14 días desde que usted, o un tercero que no sea el transportista e indicado por usted, adquiera la posesión física del último bien o del último lote o pieza.
Para ejercer el derecho de desistimiento, complete de forma electrónica y envíe una declaración clara en nuestro sitio web, desde "Mis compras" en "Mi cuenta". Le enviaremos sin demora un acuse de recibo de dicho desistimiento a través de un soporte duradero (por ejemplo, por correo electrónico).
Para cumplir con el plazo de desistimiento, basta con que envíe su comunicación relativa al ejercicio del derecho de desistimiento antes de que venza el periodo de desistimiento.
Efectos del desistimiento
Si rescinde este contrato, le reembolsaremos todos los pagos que hayamos recibido de usted, incluidos los gastos de envío (excepto los gastos adicionales que surjan si elige un tipo de envío que no sea el tipo de envío estándar más económico que ofrecemos).
Podemos hacer una deducción del reembolso por la pérdida de valor de cualquier bien suministrado, si la pérdida es el resultado de una manipulación innecesaria por su parte.
Efectuaremos el reembolso sin demoras indebidas y, a más tardar, 14 días después de que se nos informe de su decisión de rescindir este contrato.
Efectuaremos el reembolso utilizando el mismo medio de pago que utilizó para la transacción inicial, a menos que haya acordado expresamente lo contrario; en cualquier caso, no incurrirá en ningún cargo como resultado de dicho reembolso.
Podremos retener el reembolso hasta que hayamos recibido los bienes o hasta que nos haya presentado una prueba de que los ha devuelto, lo que ocurra primero.
Deberá devolver los bienes o entregarlos a CitiRetail, Stevenage, United Kingdom, sin demoras indebidas y, en cualquier caso, en un plazo máximo de 14 días a partir del día en que nos comunique su desistimiento del presente contrato. El plazo se cumple si devuelve la mercancía antes de que venza el periodo de 14 días. Tendrá que asumir los gastos directos de devolución de los bienes. Usted solo es responsable de la disminución del valor de los bienes como resultado de una manipulación distinta a la necesaria para establecer la naturaleza, las características y el funcionamiento de los bienes.
Excepciones al derecho de desistimiento
El derecho de desistimiento no se aplica a lo siguiente:
- La entrega de periódicos, diarios o revistas, con la excepción de los contratos de suscripción; y
- El suministro de contenido digital que no se proporcione en un soporte tangible (por ejemplo, en un CD o DVD) si, al hacer el pedido, aceptó que podíamos empezar a entregarlo y que no podría desistir una vez iniciada la entrega.
Condiciones de envío
Please note that titles are dispatched from our US, Canadian or Australian warehouses. Delivery times specified in shipping terms. Orders ship within 2 business days. Delivery to your door then takes 7-14 days.