CREATE YOUR OWN AI. HOW TO BUILD A LARGE LANGUAGE MODEL FROM SCRATCH

Discover the fascinating world of artificial intelligence and learn how to build a large language model yourself. This book is a comprehensive guide that will introduce you step by step to the secrets of creating LLMs (Large Language Models), from working with data to implementing the model architecture and fine-tuning it. Ideal reading for programmers, engineers and architects who want to thoroughly understand how LLMs work and the techniques to build them.

• Comprehensive overview of the LLM creation process
• Practical tips for working with datasets
• Detailed instructions for implementing the model architecture
• Tips for pre-training on unlabeled data
• Methods for fine-tuning the model for specific tasks
• Self-build a basic LLM model
• Transforming the model into a text classifier
• Creating a chatbot that executes your commands

In this book you will find everything you need to design and build a working LLM model yourself. You will learn how to use pre-trained weights, build a complete training pipeline, and adapt the LLM model to text classification tasks. What's more, you will create an LLM model capable of executing instructions passed to it, allowing you to fully understand how the model works, of which you are the creator.

This book is a complete and up-to-date study, highly recommended by Dr. Vahid Mirjalili, Senior Danologist at FM Global. With it, you will gain the knowledge and skills you need to create your own language models, which will open up new opportunities for you in the world of artificial intelligence. An extremely inspiring position for anyone who wants to delve into the secrets of LLMs and become a creator of intelligent systems.

The author, Cameron Wolfe, Senior AI Specialist at Netflix, shares his knowledge and experience, presenting the LLM creation process in an accessible and understandable way. This book is not only theory, but above all practical tips and examples that will allow you to build your own language model step by step. Regardless of your level of advancement, this book will be a valuable source of knowledge and inspiration for you.

Helion Publishing House, known for its high-quality IT publications, puts into your hands a book that will revolutionize your approach to artificial intelligence. Don't wait, grab this book and start creating your own intelligent systems today! Number of pages: 352, format: 162x237 mm, cover: paperback.