ao

The torchao repository contains api's and workflows for quantization and pruning gpu models.

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

cs513-final-project

Final Project for CS 513 Data Curation

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

cudnn-frontend

cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it

cutlass

CUDA Templates for Linear Algebra Subroutines

datascienceprojects

Different projects in data science

dcgan

DCGAN PROJECT

driss_torch

Cuda extensions for PyTorch

drissg1.github.io

A place to share my DataScience Projects

drisspg

extension-cpp

C++ extensions in PyTorch

feature_preview_1.12_core

flash-attention

Fast and memory-efficient exact attention

funnel

A small classifier and server

gensim

Topic Modelling for Humans

glow

Compiler for Neural Network hardware accelerators

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

hw1

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-llama

Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code

macospythondevsetup

This is my current playlist and order of operations for setting up new Mac OS computer dev environment.

nanogpt

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

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

raindrops

2d wave equation simulator

simple_cuda

Learnings + Exercises from the PMPP book!

stocksproject

Predict Stocks Market Machine Learning

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

topojson

torchtitan

A native PyTorch Library for large model training