Decentralized Diffusion Models
Bidhan Roy
2025 Talk
Abstract
Training diffusion models across isolated clusters produces experts that never communicate during training yet develop clear specializations. This challenges fundamental assumptions about what gradient synchronization actually provides in distributed learning.
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