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📱 eBook en inglés HOW TO BUILD A LARGE LANGUAGE MODEL:

Step-by-Step Guide to Creating Your Own AI Model Using Transformers, Datasets, and Python

RACHEL BENNETT

EPUBLI - 9783819797781

Contabilidad

Sinopsis de HOW TO BUILD A LARGE LANGUAGE MODEL:

How to Build a Large Language Model
Step into the world of cutting-edge artificial intelligence with a deep, practical guide to developing your own large language models. This book provides a complete roadmap for building powerful language-based AI systems—from foundational principles to deployment at scale. Whether youre a developer, researcher, or AI enthusiast, youll uncover how todays most advanced models are designed, trained, and optimized to serve real-world needs.
Explore the journey of language models from their rule-based origins to the revolutionary transformer architecture that powers modern AI. Learn how to collect and preprocess massive datasets, choose the right architecture, train with efficiency, and evaluate performance. Beyond the code, understand how to address bias, ensure fairness, and create responsible systems ready for public interaction.
This isnt just a technical manual—its a forward-looking blueprint for building intelligent systems that align with both innovation and ethics.
Inside This Book, Youll Discover:
Understanding Transformers: The Architecture Behind LLMs
Data Collection: Building the Right Dataset
Fine-Tuning vs. Training from Scratch
Evaluation Metrics and Benchmarking Performance
Addressing Bias, Fairness, and Ethical Concerns
Deployment: Serving LLMs at Scale
The Future of Large Language Models
By the end of this book, youll not only understand how large language models work—youll be ready to build one yourself. Whether youre developing a chatbot, a summarizer, or a task-specific assistant, this guide empowers you to bring your vision to life with confidence and clarity.
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Ficha técnica


Editorial: Epubli

ISBN: 9783819797781

Idioma: Inglés

Fecha de lanzamiento: 13/08/2025

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