CUDA

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.

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vllm-project /vllm

Sponsor

Star52.6k

A high-throughput and memory-efficient inference and serving engine for LLMs

amd cuda inference pytorch transformer llama gpt rocm model-serving tpu hpu mlops xpu llm inferentia llmops llm-serving qwen deepseek trainium

UpdatedJul 18, 2025
Python

hashcat /hashcat

Star23k

World's fastest and most advanced password recovery utility

c opencl cuda password gpgpu hashes cracking hashcat

UpdatedJul 18, 2025
C

NVIDIA /nvidia-docker

Star17.4k

Build and run Docker containers leveraging NVIDIA GPUs

docker gpu cuda nvidia-docker

UpdatedDec 6, 2023

NVlabs /instant-ngp

Star16.8k

Instant neural graphics primitives: lightning fast NeRF and more

machine-learning real-time computer-vision neural-network computer-graphics realtime cuda signed-distance-functions nerf 3d-reconstruction function-approximation real-time-rendering

UpdatedJul 8, 2025
Cuda

sgl-project /sglang

Star16.1k

SGLang is a fast serving framework for large language models and vision language models.

cuda inference pytorch transformer openai moe llama vlm kimi blackwell llm llm-serving llava deepseek llama3 deepseek-v3 deepseek-r1 qwen3 llama4 llama5

UpdatedJul 18, 2025
Python

kaldi-asr /kaldi

Star15k

kaldi-asr/kaldi is the official location of the Kaldi project.

shell c-plus-plus cuda speech speech-recognition speech-to-text kaldi speaker-verification speaker-id

UpdatedApr 28, 2025
Shell

vosen /ZLUDA

Star12.7k

CUDA on non-NVIDIA GPUs

rust cuda

UpdatedJul 18, 2025
Rust

isl-org /Open3D

Star12.6k

Open3D: A Modern Library for 3D Data Processing

visualization python machine-learning arm gui opengl cpp tensorflow gpu rendering computer-graphics cuda pytorch registration reconstruction 3d odometry pointcloud mesh-processing 3d-perception

UpdatedJul 11, 2025
C++

tracel-ai /burn

Star11.6k

Burn is a next generation Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

rust machine-learning deep-learning metal cross-platform neural-network vulkan cuda wasm pytorch scientific-computing ndarray tensor webgpu rocm autodiff onnx kernel-fusion

UpdatedJul 18, 2025
Rust

srush /GPU-Puzzles

Star11.3k

Solve puzzles. Learn CUDA.

machine-learning cuda puzzles

UpdatedSep 1, 2024
Jupyter Notebook

NVIDIA /TensorRT-LLM

Star11.1k

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in performant way.

cuda pytorch moe blackwell llm-serving

UpdatedJul 18, 2025
C++

numba /numba

Star10.5k

NumPy aware dynamic Python compiler using LLVM

python compiler numpy llvm parallel cuda numba

UpdatedJul 3, 2025
Python

cupy /cupy

Sponsor

Star10.3k

NumPy & SciPy for GPU

python gpu numpy cuda cublas scipy tensor cudnn rocm cupy cusolver nccl curand cusparse nvrtc cutensor nvtx cusparselt

UpdatedJul 18, 2025
Python

Oneflow-Inc /oneflow

Star9.4k

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

machine-learning deep-neural-networks deep-learning neural-network cuda ml distributed

UpdatedJul 15, 2025
C++

rapidsai /cudf

Star9.1k

cuDF - GPU DataFrame Library

python data-science cpp gpu arrow pydata cuda pandas data-analysis dask dataframe rapids cudf

UpdatedJul 18, 2025
C++

replicate /cog

Star8.7k

Containers for machine learning

docker machine-learning ai deep-learning containers tensorflow cuda pytorch

UpdatedJul 17, 2025
Go

catboost /catboost

Star8.5k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.