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Understanding Large Language Models: Learning Their Underlying Concepts and Technologies. Thimira Amaratunga
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ISBN: 9798868800160 | 156 pages | 4 Mb
- Understanding Large Language Models: Learning Their Underlying Concepts and Technologies
- Thimira Amaratunga
- Page: 156
- Format: pdf, ePub, fb2, mobi
- ISBN: 9798868800160
- Publisher: Apress
Free books online to read now without download Understanding Large Language Models: Learning Their Underlying Concepts and Technologies iBook ePub (English literature) by Thimira Amaratunga 9798868800160
This book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them. The book starts with an introduction to the rise of conversational AIs such as ChatGPT, and how they are related to the broader spectrum of large language models. From there, you will learn about natural language processing (NLP), its core concepts, and how it has led to the rise of LLMs. Next, you will gain insight into transformers and how their characteristics, such as self-attention, enhance the capabilities of language modeling, along with the unique capabilities of LLMs. The book concludes with an exploration of the architectures of various LLMs and the opportunities presented by their ever-increasing capabilities—as well as the dangers of their misuse. After completing this book, you will have a thorough understanding of LLMs and will be ready to take your first steps in implementing them into your own projects. What You Will Learn • Grasp the underlying concepts of LLMs • Gain insight into how the concepts and approaches of NLP have evolved over the years • Understand transformer models and attention mechanisms • Explore different types of LLMs and their applications • Understand the architectures of popular LLMs • Delve into misconceptions and concerns about LLMs, as well as how to best utilize them Who This Book Is For Anyone interested in learning the foundational concepts of NLP, LLMs, and recent advancements of deep learning
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Understanding Large Language Models: Learning Their Underlying Concepts and Technologies. Englische Ausgabe | von Thimira Amaratunga · Taschenbuch. 48,14 €48,14
Understanding Large Language Models: Learning Their
This book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them. The book starts with an
Understanding Large Language Models Learning Their
This book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them.
Understanding Large Language Models for AI - TechHead
Training large language models (LLMs) is resource-intensive, requiring substantial computational power, energy, and time, leading to high financial costs.
A Very Gentle Introduction to Large Language Models
learning algorithm. Learn about machine learning and AI in the most detailed manner. Visit my own website, for free: http://onepagecode.s3
Introduction to Large Language Models
In unsupervised learning, the model is trained on a large amount of data without any specific labels or targets. The goal is to learn the underlying structure
Generative AI: Episode #6: Understanding Large
Large Language Models (LLMs) have become significant advancements in artificial intelligence (AI), offering the ability to generate human-like,
The Basics of Large Language Models
Training a large language model requires feeding the neural network with massive amounts of text data, typically hundreds of billions of words
What are large language models?
Training LLMs using unsupervised learning · Transformer processing · Incorporating zero-shot learning · Fine-tuning with supervised learning.
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