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Google DeepMind Releases VaultGemma with Differential Privacy Capabilities

Google DeepMind's VaultGemma is a 1B-parameter open-source language model with differential privacy, enhancing data protection by adding controlled noise during training.....

10.5k 3 days ago
Google DeepMind Releases VaultGemma with Differential Privacy Capabilities

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Vaultgemma 1b

google

V

VaultGemma is a lightweight language model pre-trained by Google based on differential privacy technology, with powerful privacy protection capabilities. It uses differential privacy stochastic gradient descent (DP-SGD) for pre-training, providing mathematical privacy guarantees for the training data. It has less than 1 billion parameters and is suitable for a variety of natural language processing tasks.

Natural Language ProcessingTransformersTransformers
google
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