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Lightning-AI/pytorch-lightning

PyTorch Lightning simplifies deep learning training and deployment at scale.

30.9K
Active
Python
ML Ops
Inference
PyTorch
#pytorch#deep-learning#ml-ops

NVIDIA/nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

17.5K
Archived
docker
#docker#gpu#nvidia-docker

stas00/ml-engineering

An open-source machine learning engineering reference with resources for training, deploying, and scaling AI models.

17.3K
Active
Python
LLM Frameworks
PyTorch
#machine-learning#deployment#scalability

vosen/ZLUDA

CUDA on non-NVIDIA GPUs, a Rust library for utilizing CUDA on a variety of GPU architectures.

14.0K
Active
Rust
LLM Frameworks
Rust
#cuda#gpu#non-nvidia

NVIDIA/TensorRT-LLM

TensorRT LLM provides a Python API and optimizations to efficiently run large language models on NVIDIA GPUs.

13.0K
Active
Python
LLM Frameworks
PyTorch
#cuda#llm-serving#moe

openwall/john

Advanced offline password cracker supporting hundreds of hash and cipher types across multiple platforms

12.8K
Active
C
Security Research
#password-cracking#hash-cracking#offline-cracking

NVIDIA/TensorRT

NVIDIA TensorRT is an SDK for high-performance deep learning inference on NVIDIA GPUs.

12.7K
Active
C++
Inference
#deep-learning#gpu-acceleration#inference

adam-maj/tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

11.9K
Archived
SystemVerilog
Embedded
#gpu#verilog#hardware-design

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

wang-xinyu/tensorrtx

TensorRT implementation of popular deep learning networks for efficient inference on GPUs

7.7K
Active
C++
Computer Vision
API Frameworks
#computer-vision#tensorrt#deep-learning

EleutherAI/gpt-neox

An open-source implementation of large language models with a focus on model parallelism and efficiency.

7.4K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#language-model#transformers#deepspeed

optiscaler/OptiScaler

OptiScaler bridges upscaling/frame gen across GPUs, supporting DLSS2+, XeSS, FSR2+ and more.

7.1K
Active
C++
Computer Vision
API Frameworks
React
#upscaling#frame-generation#dlss

postgresml/postgresml

Postgres-based database with GPU acceleration for machine learning and AI applications.

6.7K
Experimental
Rust
Vector Databases
Databases
#ai#machine-learning#database

chainer/chainer

A flexible, high-performance deep learning framework for Python that runs on GPUs.

5.9K
Archived
Python
ML Ops
API Frameworks
Python
#deep-learning#neural-networks#gpu-acceleration

DualCoder/vgpu_unlock

Unlock vGPU functionality for consumer-grade GPUs to enable advanced GPU-accelerated workloads.

5.2K
Archived
C
Hardware
Drivers
#gpu#vgpu#virtualization

rapidsai/cuml

A high-performance machine learning library for CUDA-enabled GPUs, accelerating data science workflows.

5.1K
Active
C++
ML Ops
API Frameworks
#cuda#gpu#machine-learning

spaceandtimefdn/blitzar

A high-performance zero-knowledge proof acceleration library for C++ and Rust developers working on cryptographic applications.

4.9K
Stable
C++
API Frameworks
API Clients & Testing
#cryptography#zero-knowledge-proofs#gpu-acceleration

ProjectPhysX/FluidX3D

A high-performance GPU-accelerated fluid dynamics simulation library for scientific computing and visualization.

4.9K
Active
C++
Computer Vision
Scientific Computing
#fluid-simulation#computational-fluid-dynamics#gpu-acceleration

gpustack/gpustack

Optimize AI inference performance on GPUs with this Python library for selecting and tuning inference engines.

4.6K
Active
Python
Inference
CLI Tools
Python
#ai-inference#gpu-acceleration#performance-optimization

keylase/nvidia-patch

This Python script removes restrictions on NVENC video encoding sessions for consumer-grade GPUs.

4.5K
Active
Python
API Frameworks
#video-encoding#nvidia#patch

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