Example Curriculum
Introduction
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How LLMs Work
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- Introduction to LLMs (5:44)
- Tokens (5:17)
- Word Guessing Machines? (5:50)
- Thinking Like LLMs - Roll a Dice (6:56)
- Inside LLMs (22:13)
- The Transformer Model (7:38)
- GPT Meaning
- Exercise: Visualize the LLM Architecture (3:56)
- The Training Process (9:57)
- Base Model vs. Assistant Model (7:06)
- Thinking Like LLMs - The Reversal Curse (5:14)
- Exercise: The Reversal Curse
- Artificial General Intelligence (AGI) (5:28)
- Exercise: Use ChatGPT to Read the Research (4:48)
- The World of LLMs (6:05)
AI Research and the Quest for Artificial General Intelligence
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Where To Go From Here?
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