Introduction to Foundation Models by Pin-Yu Chen, Sijia Liu
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- Introduction to Foundation Models
- Format: pdf, ePub, mobi, fb2
- Publisher: Springer Nature Switzerland
Free online it books for free download in pdf Introduction to Foundation Models ePub FB2 MOBI 9783031767692 English version by Pin-Yu Chen, Sijia Liu
This book offers an extensive exploration of foundation models, guiding readers through the essential concepts and advanced topics that define this rapidly evolving research area. Designed for those seeking to deepen their understanding and contribute to the development of safer and more trustworthy AI technologies, the book is divided into three parts providing the fundamentals, advanced topics in foundation modes, and safety and trust in foundation models:
• Part I introduces the core principles of foundation models and generative AI, presents the technical background of neural networks, delves into the learning and generalization of transformers, and finishes with the intricacies of transformers and in-context learning.
• Part II introduces automated visual />
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