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Andrej Karpathy
Get the latest updates from Andrej Karpathy directly as they happen.
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Latest posts
Last updated about 1 year ago
How I use LLMs
about 1 year ago
The example-driven, practical walkthrough of Large Language Models and their growing list...
Deep Dive into LLMs like ChatGPT
about 1 year ago
This is a general audience deep dive into the Large Language Model...
Founding fathers on today's America
over 1 year ago
A treatise on the topic written by o1-pro and prompted iteratively by...
Let's reproduce GPT-2 (124M)
almost 2 years ago
We reproduce the GPT-2 (124M) from scratch. This video covers the whole...
Let's build GPT: from scratch, in code, spelled out.
over 3 years ago
We build a Generatively Pretrained Transformer (GPT), following the paper "Attention is...
Building makemore Part 5: Building a WaveNet
over 3 years ago
We take the 2-layer MLP from previous video and make it deeper...
Building makemore Part 4: Becoming a Backprop Ninja
over 3 years ago
We take the 2-layer MLP (with BatchNorm) from the previous video and...
Building makemore Part 3: Activations & Gradients, BatchNorm
over 3 years ago
We dive into some of the internals of MLPs with multiple layers...
Building makemore Part 2: MLP
over 3 years ago
We implement a multilayer perceptron (MLP) character-level language model. In this video...
The spelled-out intro to language modeling: building makemore
over 3 years ago
We implement a bigram character-level language model, which we will further complexify...
Stable diffusion dreams of psychedelic faces
over 3 years ago
Prompt: "psychedelic faces" Stable diffusion takes a noise vector as input and...
Stable diffusion dreams of steampunk brains
over 3 years ago
Prompt: "ultrarealistic steam punk neural network machine in the shape of a...