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airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

algorithmsanddatastructuresinaction

Advanced Data Structures Implementation

alpa

Training and serving large-scale neural networks

athenadriver

A fully-featured AWS Athena database driver (+ athenareader https://github.com/uber/athenadriver/tree/master/athenareader)

biogpt

biomedlm

bitsandbytes

8-bit CUDA functions for PyTorch

bladedisc

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

deep

Learning DNN

detrex

detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), DETA (ArXiv 2022), etc.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

disentangling_spelling_in_clip

dropout

Code release for "Dropout Reduces Underfitting"

easyedit

An Easy-to-use Knowledge Editing Framework for LLMs.

fairscale

PyTorch extensions for high performance and large scale training.

flash-attention

Fast and memory-efficient exact attention

gatortron

all scripts used in gatortron project

genkie

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

haystack

:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.

hiq

HiQ - A Modern Observability System

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

learn-cuda-programming

Learn CUDA Programming, published by Packt

llama.cpp

Port of Facebook's LLaMA model in C/C++

llava

[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

matx

An efficient C++17 GPU numerical computing library with Python-like syntax

megatron-lm

Ongoing research training transformer models at scale