- Stanford
- https://twitter.com/karpathy
Highlights
- Pro
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llm.c Public
LLM training in simple, raw C/CUDA
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nanoGPT Public
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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nn-zero-to-hero Public
Neural Networks: Zero to Hero
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minGPT Public
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
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build-nanogpt Public
Video code lecture on building nanoGPT from scratch
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micrograd Public
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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llama2.c Public
Inference Llama 2 in one file of pure C
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minbpe Public
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
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makemore Public
An autoregressive character-level language model for making more things
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calorie Public
nice and effective super simple calorie counter web app
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lecun1989-repro Public
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.
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char-rnn Public
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
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notpygamejs Public
Game making library for using Canvas element
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researchpooler Public
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…
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arxiv-sanity-lite Public
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.
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convnetjs Public
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
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transformers Public
Forked from huggingface/transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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arxiv-sanity-preserver Public
Web interface for browsing, search and filtering recent arxiv submissions
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deep-vector-quantization Public
VQVAEs, GumbelSoftmaxes and friends
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optim Public
Forked from torch/optimA numeric optimization package for Torch.
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cryptos Public
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
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neuraltalk Public
NeuralTalk is a Python numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
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ulogme Public
Automatically collect and visualize usage statistics in Ubuntu/OSX environments.
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covid-sanity Public
Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19