用 NVIDIA FLARE 构建联邦多模态 AI 工作流
Building Federated Multimodal AI Workflows with NVIDIA FLARE
NVIDIA FLARE 可用于构建联邦多模态 AI 工作流，让视觉问答、图像描述与图文推理等视觉语言模型（VLM）任务在数据无法集中、原始记录分散于各机构的前提下完成协同训练。原文正文指出，现代 VLM 已能支持这些任务，而联邦学习提供了跨数据本地站点协调训练的途径。
Modern vision-language models (VLMs) can support tasks such as visual question answering, captioning, and image-text reasoning. In practice, however, the data...
Modern vision-language models (VLMs) can support tasks such as visual question answering, captioning, and image-text reasoning. In practice, however, the data needed to adapt these models may be distributed across institutions or organizations that cannot centralize their raw records. Federated learning provides a way to coordinate training across these data-local sites. For VLMs…
来源：NVIDIA Developer Blog · developer.nvidia.com