Building Federated Multimodal AI Workflows With NVIDIA FLARE
NVIDIA, Wednesday, August 19th, 2026
NVIDIA FLARE orchestrates federated training for vision-language models across institutions that cannot pool data.
NVIDIA describes using NVIDIA FLARE to orchestrate federated multimodal AI training. Modern vision-language models support tasks such as visual question answering, captioning and image-text reasoning.
In practice, however, the data needed to train them often sits across institutions that cannot pool it for privacy, regulatory or commercial reasons. FLARE coordinates training across those separated datasets without centralizing the data itself. Authors include Ziyue Xu, Holger Roth, Zhihong Zhang and Peter Cnudde.