Difference between revisions of "AI tutorials"
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==General== | ==General== | ||
* [https://mlu-explain.github.io/ MLU-EXPLAIN] | * [https://mlu-explain.github.io/ MLU-EXPLAIN] | ||
| + | * [https://arxiv.org/abs/2503.02113 Deep Learning is Not So Mysterious or Different] | ||
==Loss Functions== | ==Loss Functions== | ||
| Line 23: | Line 24: | ||
===Video=== | ===Video=== | ||
| − | * [https://www.youtube.com/watch?v=EWvNQjAaOHw How I use LLMs] | + | * Andrej Karpathy: |
| − | * [https://www.youtube.com/watch?v=7xTGNNLPyMI Deep Dive into LLMs like ChatGPT] | + | ** [https://www.youtube.com/watch?v=EWvNQjAaOHw How I use LLMs] |
| + | ** [https://www.youtube.com/watch?v=7xTGNNLPyMI Deep Dive into LLMs like ChatGPT] | ||
==Other Visualizations== | ==Other Visualizations== | ||
* [https://pytorch.org/blog/inside-the-matrix/ Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond] | * [https://pytorch.org/blog/inside-the-matrix/ Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond] | ||
* [https://sohl-dickstein.github.io/2024/02/12/fractal.html Neural network training makes beautiful fractals] | * [https://sohl-dickstein.github.io/2024/02/12/fractal.html Neural network training makes beautiful fractals] | ||
Latest revision as of 09:50, 7 March 2025
Contents
General
Loss Functions
Transformer
- Wolfram: What Is ChatGPT Doing … and Why Does It Work?
- The Illustrated Transformer
- Transformers Explained Visually — Not Just How, but Why They Work So Well
Visualizations
LLM
- A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage
- Aman AI: Overview of Large Language Models
- Awesome-LLM: Curated list of LLM projects
- The Big Book of Large Language Models (Damien Benveniste)
- 2025-01: Foundations of Large Language Models
Video
- Andrej Karpathy:
