Vision Language Models

Language: English

Published by O'Reilly Media, US, 2026

9798341624047

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Vision language models (VLMs) combine computer vision and natural language processing to create powerful systems that can interpret, generate, and respond in multimodal contexts. Vision Language Models is a hands-on guide to building real-world VLMs using the most up-to-date stack of machine learning tools from Hugging Face, Meta (PyTorch), NVIDIA (Cuda), and others, written by leading researchers and practitioners Merve Noyan, Miquel Farre, Andres Marafioti, and Orr Zohar. From image captioning and document understanding to advanced zero-shot inference and retrieval-augmented generation (RAG), this book covers the full VLM application and development lifecycle.Designed for ML engineers, data scientists, and developers, this guide distills cutting-edge VLM research into practical techniques. Readers will learn how to prepare datasets, select the right architectures, fine-tune and deploy models, and apply them to real-world tasks across a range of industries.Explore core model architectures and alignment techniquesTrain and fine-tune VLMs with Hugging Face, PyTorch, and othersDeploy models for applications like image search and captioningImplement advanced inference strategies, from zero-shot to agentic systemsBuild scalable VLM systems ready for production use.

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Title
Vision Language Models
Author
Merve Noyan, Andres Marafioti, Miquel Farre, Orr Zohar
Publisher
O'Reilly Media, US
Publication year
2026
Condition
New
Binding
Paperback
Language
English
ISBN 13
9798341624047

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