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hpcaitech/ColossalAI

Colossal-AI optimizes large AI model training and inference with distributed computing and GPU acceleration.

41.4K
Active
Python
ML Ops
Inference
PyTorch
#ai-optimization#distributed-training#gpu-acceleration

kvcache-ai/ktransformers

A flexible framework for optimizing heterogeneous LLM inference and fine-tuning workflows.

16.7K
Active
Python
LLM Frameworks
React
#llm#inference#fine-tuning

taskflow/taskflow

A high-performance task-parallel programming system for C++ developers building concurrent and heterogeneous applications.

11.8K
Active
C++
#concurrent-programming#gpu-programming#heterogeneous-parallel-programming

bytedance/Dolphin

Dolphin is a document image parsing library that uses heterogeneous anchor prompting for OCR and layout analysis.

8.9K
Stable
Python
Computer Vision
API Frameworks
Python
#document-analysis#layout-analysis#ocr

ROCm/hip

A C++ interface for portability across different heterogeneous computing platforms like CUDA and HIP.

4.3K
Active
C++
API Frameworks
Build Tools
#cuda#hip#portability

Project-HAMi/HAMi

Project-HAMi/HAMi is a CNCF project for GPU virtualization middleware to enable GPU acceleration in Kubernetes clusters.

3.1K
Active
Go
Containerization
API Frameworks
Kubernetes
#gpu-acceleration#kubernetes-gpu-cluster#device-plugin

CesiumGS/3d-tiles

Specification for streaming massive heterogeneous 3D geospatial datasets across the web.

2.4K
Active
Batchfile
Frontend Frameworks
Databases
#3d-models#geospatial#gis

AdaptiveCpp/AdaptiveCpp

A community-driven C++ compiler for heterogeneous programming models like SYCL, C++ parallelism, and CUDA/HIP.

1.8K
Active
C++
API Frameworks
Build Tools
#compiler#gpu-computing#high-performance-computing

inverse-inc/packetfence

A trusted, open-source network access control (NAC) solution with powerful BYOD management and 802.1X support.

1.6K
Active
Perl
API Frameworks
Authentication
#nac#network#packetfence

ZJU4HealthCare/HealthGPT

Official repository for a paper on a large vision-language model for medical applications

1.6K
Stable
Python
LLM Frameworks
Computer Vision
Python
#medical-ai#vision-language-model#icml

PaddlePaddle/PGL

An efficient and flexible graph learning framework based on PaddlePaddle, with support for heterogeneous graphs and meta-path learning.

1.6K
Archived
Python
Graph Neural Network
Graph Databases
PaddlePaddle
#graph-learning#heterogeneous-graph#meta-path

uqfoundation/pathos

Parallel graph management and execution in heterogeneous computing

1.5K
Active
Python
API Frameworks
Caching
Python
#parallel-processing#heterogeneous-computing#task-management

beehive-lab/TornadoVM

TornadoVM is a heterogeneous programming framework that enables developers to leverage GPUs and other accelerators for improved performance in Java applications.

1.4K
Active
Java
GPU Acceleration
Build Tools
Java
#cuda#opencl#gpu-acceleration

Jhy1993/HAN

A heterogeneous graph neural network library for advanced graph representation learning.

1.2K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-neural-network#heterogeneous-graph#graph-attention-network

inducer/pyopencl

OpenCL integration for Python, with advanced features for parallel computing and GPU acceleration.

1.1K
Active
Python
AI SDKs & Wrappers
API Frameworks
Python
#opencl#gpu#parallel-computing

ucarGroup/DataLink

DataLink is a real-time and offline data exchange platform that supports synchronization between heterogeneous data sources.

1.1K
Archived
Java
ETL & Pipelines
Realtime
Java
#data-exchange#data-replication#realtime

pocl/pocl

pocl is a portable open-source implementation of the OpenCL standard for parallel programming on heterogeneous systems.

1.1K
Active
C
Computer Vision
CLI Tools
#opencl#heterogeneous-computing#parallel-programming

BabitMF/bmf

A high-performance, GPU-accelerated multimedia/video processing framework for transcoding, AI inference, and more.

1.0K
Stable
C++
AI SDKs & Wrappers
API Frameworks
C++
#gpu#ffmpeg#opencv

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