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Demystifying Large Language Models eBook

Unraveling The Mysteries Of Language Transformer Models, Build From Ground Up, Pre-Train, Fine-Tune And Deployment

de James Chen
idioma: inglês
Editor: James Chen, abril de 2024 ‧
30,72€
27,65€
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Ebook para wook reader

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.

Demystifying Large Language Models

Unraveling The Mysteries Of Language Transformer Models, Build From Ground Up, Pre-Train, Fine-Tune And Deployment

de James Chen

Propriedade Descrição
ISBN: 9781738908462
Editor: James Chen
Data de Lançamento: abril de 2024
Idioma: Inglês
Páginas: 344
Tipo de produto: eBook
Formato e Compatibilidade:
Classificação Temática: eBooks em Inglês > Informática > Programação
EAN: 9781738908462
Acessibilidade: Ver características de acessibilidade indicadas pelo editor