microsoft/0xDeCA10B
Sharing Updatable Models (SUM) on Blockchain
This framework helps organizations and individuals collaboratively build and update machine learning models without a central authority. It takes new data contributions, validates them, stores them on a blockchain, and then updates the shared model. Anyone can then use the updated model for predictions. This is for users who want to create or contribute to public, community-governed AI models, ensuring transparency and data availability.
605 stars. No commits in the last 6 months.
Use this if you need to build or contribute to a machine learning model where data transparency, decentralized governance, and public availability are critical.
Not ideal if your machine learning models are proprietary, require frequent, complex updates, or if you are not comfortable with blockchain transaction fees and potential limitations on model complexity.
Stars
605
Forks
155
Language
Python
License
MIT
Category
Last pushed
Apr 30, 2025
Commits (30d)
0
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