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Demystifying Large Language Models: Unraveling the Mysteries of Language Transformer Models, Build from Ground up, Pre-train, Fine-tune and Deployment by James Chen at Abbey's Bookshop,
Demystifying Large Language Models: Unraveling the Mysteries of Language Transformer Models, Build from...
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James Chen

Demystifying Large Language Models

Unraveling the Mysteries of Language Transformer Models, Build from Ground up, Pre-train, Fine-tune...

James Chen

$67.95   $57.96

Paperback

Hardback

Not in-store but you can order this
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English
James Chen
25 April 2024
Natural language & machine translation
This book is a comprehensive guide aiming to demystify the world of transformers -- the architecture that powers Large Language Models (LLMs) like GPT and BERT. From PyTorch basics and mathematical foundations to implementing a Transformer from scratch, you'll gain a deep understanding of the inner workings of these models.

That's just the beginning. Get ready to dive into the realm of pre-training your own Transformer from scratch, unlocking the power of transfer learning to fine-tune LLMs for your specific use cases, exploring advanced techniques like PEFT (Prompting for Efficient Fine-Tuning) and LoRA (Low-Rank Adaptation) for fine-tuning, as well as RLHF (Reinforcement Learning with Human Feedback) for detoxifying LLMs to make them aligned with human values and ethical norms.

Step into the deployment of LLMs, delivering these state-of-the-art language models into the real-world, whether integrating them into cloud platforms or optimizing them for edge devices, this section ensures you're equipped with the know-how to bring your AI solutions to life.

Whether you're a seasoned AI practitioner, a data scientist, or a curious developer eager to advance your knowledge on the powerful LLMs, this book is your ultimate guide to mastering these cutting-edge models. By translating convoluted concepts into understandable explanations and offering a practical hands-on approach, this treasure trove of knowledge is invaluable to both aspiring beginners and seasoned professionals.
By:  
Imprint:   James Chen
Dimensions:   Height: 229mm,  Width: 152mm,  Spine: 18mm
Weight:   463g
ISBN:   9781738908486
ISBN 10:   1738908488
Pages:   346
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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