The aim of FLUTE is to make technologies that enable model training on private knowledge devoid of central curation. We implement strategies from federated learning, differential privateness, and high-efficiency computing, to enable cross-silo product schooling with strong experimental success. Now we have launched FLUTE as an open-source toolkit o