GPT-1 to GPT-4: The Evolution of AI Language Models

Описание: Discover the power of the GPT series! From #GPT1 to #GPT4, we'll take you on a journey through the #technical_capabilities of these models. You'll explore about the complex #training process and the cutting-edge techniques used to generate text. We'll understand the key features and advancements of each version, providing you with a comprehensive overview of the series. In addition, we'll describe the detailed model #algorithm and model #architecture, what #data it trained from, and #how it #learns #during_training. Whether you're an expert in machine learning or just starting out, this video will give you a deep understanding of the GPT series' wide range of capabilities.

Timecodes

0:00 - The rise of GPT Language Model
1:12 - Recent Advances in LLM
2:24 - The timeline Evolution from GPT-1 to GPT-4
3:31 - Explaining Core algorithm of GPTs model (Transformer)
5:11 - GPT Language Model Architecture & Training Objectives
7:34 - GPT-4 Multimodal architecture in detail (Training objective, Dataset)
9:45 - GPT-4 Visual Understanding Capabilities
10:56 - GPT-4 Advancement in Computer Programming (Reasoning tasks)
14:05 - GPT-4 Performance improvement across many Language Tasks
15:04 - Discussion of Future Development GPT Language Model