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Let's build GPT: from scratch, in code, spelled out.1:56:20

Let's build GPT: from scratch, in code, spelled out.

8.2M views • 3 years ago
Andrej Karpathy
Andrej Karpathy builds a GPT from scratch in code, following Attention Is All You Need and GPT-2/3, in about two hours using PyTorch. He connects it to ChatGPT and assumes familiarity with his earlier makemore videos.
Blender Motion Tracking - Room Transformation!7:58

Blender Motion Tracking - Room Transformation!

2.2M views • 6 years ago
IanHubert
Ian Hubert shows how to use Blender's motion tracking to turn ordinary footage of a room into a stylized digital environment for an indie film. It is a quick, practical walkthrough in his loose, lazy-tutorial style.
Samplerates: The Higher the Better, Right?29:22

Samplerates: The Higher the Better, Right?

571K views • 6 years ago
FabFilter
Dan Worrall explains when higher sample rates help in recording and mixing, and when they do not. He goes into oversampling versus higher sample rates, and aliasing in distortion plugins.
Topic match · Information theory & signal processing
The spelled-out intro to language modeling: building makemore1:57:45

The spelled-out intro to language modeling: building makemore

1.3M views • 4 years ago
Andrej Karpathy
Andrej Karpathy builds a bigram character-level language model from scratch, introducing torch.Tensor and the framework of training, sampling and loss evaluation. It is the first step toward a GPT-style Transformer in his makemore series.
Understanding Specter: Clojure's missing piece40:31

Understanding Specter: Clojure's missing piece

12K views • 9 years ago
Misophistful
A screencast tutorial on Specter, a Clojure library for navigating and transforming nested data structures declaratively, demonstrated in a REPL.