brunocampos01/federated-learning-for-text-generation
Machine learning project using federated learning for text generation
This project helps application developers build privacy-preserving text prediction features, similar to those found on mobile keyboards. It takes distributed text data from individual users and produces a shared language model that can suggest the next word, all without centralizing sensitive user input. This is designed for developers creating products where user data privacy is critical.
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Use this if you need to build text generation or auto-completion features for an application that handles private user data and cannot transmit that data to a central server.
Not ideal if your application doesn't require strict data privacy for text inputs or if you need a straightforward, centralized text generation model.
Stars
11
Forks
2
Language
Python
License
MIT
Category
Last pushed
May 05, 2024
Commits (30d)
0
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