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Top repositories

1

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs
16,896
star
2

open-gpu-kernel-modules

NVIDIA Linux open GPU kernel module source
C
14,997
star
3

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Jupyter Notebook
13,339
star
4

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Python
12,016
star
5

FastPhotoStyle

Style transfer, deep learning, feature transform
Python
11,020
star
6

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
C++
10,618
star
7

Megatron-LM

Ongoing research training transformer models at scale
Python
10,332
star
8

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
C++
8,542
star
9

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
Python
8,482
star
10

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Python
8,239
star
11

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs
Python
6,488
star
12

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit
C
6,119
star
13

cutlass

CUDA Templates for Linear Algebra Subroutines
C++
5,519
star
14

FasterTransformer

Transformer related optimization, including BERT, GPT
C++
5,313
star
15

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
C++
5,048
star
16

thrust

[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl
C++
4,914
star
17

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference
Jupyter Notebook
4,562
star
18

warp

A Python framework for high performance GPU simulation and graphics
Python
4,206
star
19

DIGITS

Deep Learning GPU Training System
HTML
4,105
star
20

NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Python
4,064
star
21

nccl

Optimized primitives for collective multi-GPU communication
C++
3,187
star
22

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Python
2,938
star
23

ChatRTX

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
TypeScript
2,635
star
24

k8s-device-plugin

NVIDIA device plugin for Kubernetes
Go
2,481
star
25

libcudacxx

[ARCHIVED] The C++ Standard Library for your entire system. See https://github.com/NVIDIA/cccl
C++
2,294
star
26

GenerativeAIExamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Python
2,192
star
27

nvidia-container-toolkit

Build and run containers leveraging NVIDIA GPUs
Go
2,171
star
28

waveglow

A Flow-based Generative Network for Speech Synthesis
Python
2,133
star
29

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Python
2,007
star
30

TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
Python
1,917
star
31

Stable-Diffusion-WebUI-TensorRT

TensorRT Extension for Stable Diffusion Web UI
Python
1,886
star
32

semantic-segmentation

Nvidia Semantic Segmentation monorepo
Python
1,763
star
33

gpu-operator

NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
Go
1,735
star
34

cub

[ARCHIVED] Cooperative primitives for CUDA C++. See https://github.com/NVIDIA/cccl
Cuda
1,679
star
35

DeepRecommender

Deep learning for recommender systems
Python
1,662
star
36

stdexec

`std::execution`, the proposed C++ framework for asynchronous and parallel programming.
C++
1,554
star
37

OpenSeq2Seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Python
1,511
star
38

CUDALibrarySamples

CUDA Library Samples
Cuda
1,468
star
39

VideoProcessingFramework

Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions
C++
1,303
star
40

deepops

Tools for building GPU clusters
Shell
1,252
star
41

open-gpu-doc

Documentation of NVIDIA chip/hardware interfaces
C
1,243
star
42

aistore

AIStore: scalable storage for AI applications
Go
1,233
star
43

Q2RTX

NVIDIA’s implementation of RTX ray-tracing in Quake II
C
1,217
star
44

trt-samples-for-hackathon-cn

Simple samples for TensorRT programming
Python
1,211
star
45

cccl

CUDA Core Compute Libraries
C++
1,200
star
46

MatX

An efficient C++17 GPU numerical computing library with Python-like syntax
C++
1,187
star
47

partialconv

A New Padding Scheme: Partial Convolution based Padding
Python
1,145
star
48

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification
Python
1,055
star
49

nvidia-container-runtime

NVIDIA container runtime
Makefile
1,035
star
50

modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Python
991
star
51

gpu-monitoring-tools

Tools for monitoring NVIDIA GPUs on Linux
C
974
star
52

jetson-gpio

A Python library that enables the use of Jetson's GPIOs
Python
898
star
53

dcgm-exporter

NVIDIA GPU metrics exporter for Prometheus leveraging DCGM
Go
886
star
54

retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization
Python
885
star
55

flowtron

Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
Jupyter Notebook
867
star
56

nccl-tests

NCCL Tests
Cuda
864
star
57

cuda-python

CUDA Python Low-level Bindings
Python
859
star
58

mellotron

Mellotron: a multispeaker voice synthesis model based on Tacotron 2 GST that can make a voice emote and sing without emotive or singing training data
Jupyter Notebook
852
star
59

gdrcopy

A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology
C++
832
star
60

libnvidia-container

NVIDIA container runtime library
C
818
star
61

BigVGAN

Official PyTorch implementation of BigVGAN (ICLR 2023)
Python
806
star
62

spark-rapids

Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Scala
800
star
63

nv-wavenet

Reference implementation of real-time autoregressive wavenet inference
Cuda
728
star
64

DLSS

NVIDIA DLSS is a new and improved deep learning neural network that boosts frame rates and generates beautiful, sharp images for your games
C
727
star
65

tensorflow

An Open Source Machine Learning Framework for Everyone
C++
719
star
66

gvdb-voxels

Sparse volume compute and rendering on NVIDIA GPUs
C
674
star
67

MAXINE-AR-SDK

NVIDIA AR SDK - API headers and sample applications
C
671
star
68

nvvl

A library that uses hardware acceleration to load sequences of video frames to facilitate machine learning training
C++
665
star
69

runx

Deep Learning Experiment Management
Python
633
star
70

NVFlare

NVIDIA Federated Learning Application Runtime Environment
Python
630
star
71

NeMo-Aligner

Scalable toolkit for efficient model alignment
Python
564
star
72

nvcomp

Repository for nvCOMP docs and examples. nvCOMP is a library for fast lossless compression/decompression on the GPU that can be downloaded from https://developer.nvidia.com/nvcomp.
C++
545
star
73

multi-gpu-programming-models

Examples demonstrating available options to program multiple GPUs in a single node or a cluster
Cuda
535
star
74

Dataset_Synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)
C++
530
star
75

TensorRT-Model-Optimizer

TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization, pruning, distillation, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed on NVIDIA GPUs.
Python
513
star
76

jitify

A single-header C++ library for simplifying the use of CUDA Runtime Compilation (NVRTC).
C++
512
star
77

nvbench

CUDA Kernel Benchmarking Library
Cuda
501
star
78

libglvnd

The GL Vendor-Neutral Dispatch library
C
501
star
79

NeMo-Curator

Scalable data pre processing and curation toolkit for LLMs
Jupyter Notebook
500
star
80

cuda-quantum

C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
C++
496
star
81

AMGX

Distributed multigrid linear solver library on GPU
Cuda
474
star
82

cuCollections

C++
470
star
83

enroot

A simple yet powerful tool to turn traditional container/OS images into unprivileged sandboxes.
Shell
459
star
84

NeMo-Framework-Launcher

Provides end-to-end model development pipelines for LLMs and Multimodal models that can be launched on-prem or cloud-native.
Python
459
star
85

hpc-container-maker

HPC Container Maker
Python
442
star
86

MDL-SDK

NVIDIA Material Definition Language SDK
C++
438
star
87

PyProf

A GPU performance profiling tool for PyTorch models
Python
437
star
88

framework-reproducibility

Providing reproducibility in deep learning frameworks
Python
424
star
89

gpu-rest-engine

A REST API for Caffe using Docker and Go
C++
421
star
90

DCGM

NVIDIA Data Center GPU Manager (DCGM) is a project for gathering telemetry and measuring the health of NVIDIA GPUs
C++
394
star
91

NvPipe

NVIDIA-accelerated zero latency video compression library for interactive remoting applications
Cuda
390
star
92

torch-harmonics

Differentiable signal processing on the sphere for PyTorch
Jupyter Notebook
386
star
93

cuQuantum

Home for cuQuantum Python & NVIDIA cuQuantum SDK C++ samples
Jupyter Notebook
344
star
94

data-science-stack

NVIDIA Data Science stack tools
Shell
317
star
95

ai-assisted-annotation-client

Client side integration example source code and libraries for AI-Assisted Annotation SDK
C++
308
star
96

video-sdk-samples

Samples demonstrating how to use various APIs of NVIDIA Video Codec SDK
C++
301
star
97

egl-wayland

The EGLStream-based Wayland external platform
C
299
star
98

nvidia-settings

NVIDIA driver control panel
C
292
star
99

NVTX

The NVIDIA® Tools Extension SDK (NVTX) is a C-based Application Programming Interface (API) for annotating events, code ranges, and resources in your applications.
C
290
star
100

go-nvml

Go Bindings for the NVIDIA Management Library (NVML)
C
288
star