Popular GitHub Repositories for Cluster Membership

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Simple, scalable AI model deployment on GPU clusters

Resource scheduling and cluster management for AI

Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.

A crowdsourced distributed cluster for AI art and text generation

Distributed Java game server, including cluster management server, gateway server, hall server, game logic server, background monitoring server and a running web version of fishing. State machine, behavior tree, A* pathfinding, navigation mesh and other AI tools

PyTorch Extension Library of Optimized Graph Cluster Algorithms

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

Learning to Cluster Faces (CVPR 2019, CVPR 2020)

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

GPU environment and cluster management with LLM support

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, TPU, IPU and other NPUs.

Text analytics for LLM apps. Cluster messages to detect use cases, outliers, power users. Detect intents and run evals with LLM (OpenAI, MistralAI, Ollama, etc.)

Text analytics for LLM apps. Cluster messages to detect use cases, outliers, power users. Detect intents and run evals with LLM (OpenAI, MistralAI, Ollama, etc.)

SD-WEBUI-DISCORD is a Discord bot developed in Go language for stable-diffusion-webui. It utilizes the sd-webui-go to invoke the sd-webui API and supports cluster deployment of multiple sd-webui nodes with automatic scheduling and allocation.

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)