Flower

About Flower

Flower is an open-source, enterprise-grade federated AI framework designed for researchers and organizations wanting to run privacy-preserving, distributed machine learning projects. It facilitates federated learning across diverse industries, supports major ML libraries such as PyTorch, TensorFlow, and Hugging Face, and makes it easy for users to turn existing models into collaborative federated learning systems. Flower is well-suited for researchers, AI engineers, and organizations needing customizable federated solutions, with enterprise services available from Flower Labs for support, consulting, and deployment.