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what about something decentralized? each person trains someone on their own piece of data and somehow that gets aggrgegated into one giant model



This approach is used in Federated Learning where participants want to collaboratively train a model without sharing raw training data.


are there any companies working on it?

was thinking if i train my model on my private docs for instance finance how does one prevent the model from sharing that data verbatim




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