karpathy

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

LLM101n

LLM101n: Let's build a Storyteller

llm.c

LLM training in simple, raw C/CUDA

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

llama2.c

Inference Llama 2 in one file of pure C

nn-zero-to-hero

Neural Networks: Zero to Hero

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

build-nanogpt

Video+code lecture on building nanoGPT from scratch

ng-video-lecture

makemore

An autoregressive character-level language model for making more things

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

nano-llama31

nanoGPT style version of Llama 3.1

arxiv-sanity-lite

arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.

randomfun

Notebooks and various random fun

ulogme

Automatically collect and visualize usage statistics in Ubuntu/OSX environments.

karpathy.github.io

my blog

lecun1989-repro

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

covid-sanity

Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19

researchpooler

Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

calorie

nice and effective super simple calorie counter web app

notpygamejs

Game making library for using Canvas element

karpathy

root repo

optim

A numeric optimization package for Torch.