ChatGPT: From Zero to Hero - Understanding the Technology and Training Process
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Dive into a comprehensive 49-minute video tutorial that takes you from zero to hero in understanding ChatGPT. Explore fundamental concepts, get an overview of ChatGPT's inner workings, and delve into the three-step process behind its functionality. Learn about the GPT model at ChatGPT's core, discover how the rewards model operates, and understand how reinforcement learning fine-tunes the system. Gain insights from numerous resources, including research papers, blog posts, and related videos, to deepen your knowledge of natural language processing, transformer neural networks, and machine learning concepts.
Syllabus
Introduction
Fundamental Concepts
Overview of ChatGPT working
Step 1: GPT in ChatGPT
Step 2: Rewards Model
Step 3: Use Reinforcement Learning to fine tune ChatGPT
Conclusion
Taught by
CodeEmporium