Build a Large Language Model (from Scratch): Your Guide to Creating and Fine-Tuning LLMs.

Learn to build Large Language Models (LLMs) from scratch with "Build a Large Language Model (from Scratch)" by bestselling author Sebastian Raschka. This insightful book takes you through the process of creating, training, and refining LLMs, providing clear explanations, diagrams, and examples at every step. Whether you're interested in understanding how LLMs work or want to create your own, this book is your guide.

In this book, you'll:
1. Plan and code all components of an LLM
2. Prepare datasets suitable for LLM training
3. Fine-tune LLMs for text classification and custom tasks
4. Use human feedback to ensure your LLM follows instructions
5. Load pretrained weights into your LLM

Demystify the world of LLMs and gain valuable insights into their inner workings. Sebastian Raschka's book empowers you to build your own LLM and improve it through finetuning. Whether you're a seasoned machine learning expert or just getting started, this book offers practical guidance for creating functional models. Start with a small-scale LLM on your laptop and gradually turn it into your personal assistant.

Explore the book "Build a Large Language Model (from Scratch)" and uncover the secrets of LLMs with a focus on practical implementation. It's a must-read for Python enthusiasts with or without prior machine learning experience.

About the author: Sebastian Raschka is a machine learning and AI expert with over a decade of experience. He's known for his bestselling books on machine learning using open-source software and is currently involved in AI and LLM research at Lightning AI.

Categories : Computer Science . Machine Learning

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