NVIDIA FLARE Enables Federated Multimodal AI Workflows for Distributed Vision-Language Models

It's an open-source framework from NVIDIA for federated learning, allowing model training across multiple sites that keep data locally.

It coordinates training across local servers, exchanging only model weights, not data, preserving privacy.

It helps institutions in sectors like healthcare and energy develop advanced AI without violating data protection laws or needing centralized data centers.

Yes, it integrates with frameworks like PyTorch and TensorFlow, allowing use of open-source models like LLaVA.