FederatedAI/FATE-LLM

An Open Framework for Federated Learning.

Flower: A Friendly Federated AI Framework

Simulation framework for accelerating research in Private Federated Learning

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

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

NVIDIA Federated Learning Application Runtime Environment

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.