How to Build a Large Language Model:

Rachel Bennett

This audiobook is narrated by a digital voice. 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...

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Intro

1/24/2025

Beginning

1/24/2025

Introduction to Language Models and Their Impact

1/24/2025

From Rule-Based to Neural Nets: A Brief History

1/24/2025

Understanding Transformers: The Architecture Behind LLMs

1/24/2025

Data Collection: Building the Right Dataset

1/24/2025

Data Preprocessing and Tokenization

1/24/2025

Choosing Model Size and Architecture

1/24/2025

Training Infrastructure: Hardware and Frameworks

1/24/2025

Fine-Tuning vs. Training from Scratch

1/24/2025

Optimization Techniques and Loss Functions

1/24/2025

Evaluation Metrics and Benchmarking Performance

1/24/2025

Addressing Bias, Fairness, and Ethical Concerns

1/24/2025

Deployment: Serving LLMs at Scale

1/24/2025

Cost and Resource Management in LLM Development

1/24/2025

Building for Specific Tasks: Chatbots, Summarizers, and More

1/24/2025

The Future of Large Language Models

1/24/2025

Conclusion

1/24/2025