How ChatGPT Actually Works
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Ever wondered how ChatGPT actually works? In this tutorial for beginners, we break down the technology behind ChatGPT and other Large Language Models (LLMs), including their underlying Transformer architecture, attention mechanisms, and training processes. Discover how these AI language models learn from massive datasets, generate human-like text, and are fine-tuned for specific tasks. Whether you're interested in AI text generation, machine learning, or natural language processing, this video provides a comprehensive overview of how these advanced models function.
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⏰ TIMESTAMPS ⏰
00:00 - Introduction
00:34 - What is a Chatbot and Chat Assistant?
01:09 - Data used in ChatGPT
01:55 - Training costs and the base model
02:23 - Base model vs. Fine-tuned models
02:57 - Introduction to Transformer architecture
03:03 - How encoders and decoders work
04:06 - Attention mechanism in AI models
05:20 - How ChatGPT understands and generates text
07:00 - Fine-tuning into specific assistants
07:41 - Data collection and improvement processes
09:00 - Dealing with model hallucinations
09:25 - Conclusion
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