Repository Index

A unified ecosystem and workspace for large-scale federated learning of Large Models & LLMS. Store compute as Wifi

• compute-orchestration
• distributed-systems
• edge-computing
• edge-intelligence

Flower: A Friendly Federated AI Framework

• flower
• federated-learning
• federated-learning-framework
• federated-analytics

A unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.

The central nervous system and backend orchestrator for Fractal. It handles multi-tenant task scheduling, real-time TFLOPs budgeting, and federated weight aggregation using FedAvg.

• backend
• fedavg
• federated-learning
• flask

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.

• federated-learning
• deep-learning
• distributed-training
• edge-ai

An open-source framework for machine learning and other computations on decentralized data.

Proof Of Concept of DEcentralised Machine Learning on top of the Golem (https://golem.network/) architecture

• golem
• decentralised-machine-learning
• federated-learning