Vision Language Models (Early Release)

Free Download Vision Language Models
English | 2025 | ISBN: 9798341624030 | 66 Pages | EPUB | 6.5 MB
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), OpenAI (Clip), and others, written by leading researchers and practitioners Merve Noyan, Miquel Farras, 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.