Building Federated Multimodal AI Workflows with NVIDIA FLARE

雷达摘要

NVIDIA FLARE coordinates federated training across distributed sites for vision-language models and unified multimodal models. The framework handles large model updates through externalization, tensor streaming, and disk-backed aggregation to reduce memory pressure during transfer and server-side aggregation. FedUMM demonstrates adapter-only federation over…