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Lecture 19 of 20
Scaling Laws - Dataset Size
Course Content
0 / 20 completedSection 1: How LLMs Work13 videos
Tokens
7m
Word Guessing Machines
9m
Introduction to LLMs
17m
Thinking Like LLMs - Roll a Dice
10m
Exercise Visualize the LLM Architecture
6m
The Transformer Model
25m
Base Model vs. Assistant Model
12m
The Training Process
32m
Thinking Like LLMs - The Reversal Curse
15m
Inside LLMs
1h 20m
Artificial General Intelligence (AGI)
21m
Exercise Use ChatGPT to Read the Research
12m
The World of LLMs
11m
Section 2: Introduction1 videos
Introduction
20m
Section 3: AI Research and the Quest for Artificial General Intelligence6 videos
Introduction - Through The Looking Glass
40m
Mechanistic Interpretability - Part 1
48m
Scaling Laws - Model Size
37m
Mechanistic Interpretability - Part 2
1h 20m
Scaling Laws - Dataset Size
27mNow Playing
Scaling Laws - Training Compute
46m