The aim of FLUTE is to produce systems that make it possible for design training on personal knowledge without central curation. We utilize procedures from federated Studying, differential privateness, and large-efficiency computing, to allow cross-silo product teaching with robust experimental results. We have now released FLUTE being an open-supp