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PlatformDatabricks Blog·November 9, 2026·John Spencer

Accelerate GPU training on Unity Catalog tables with UCDataset

Summary

Now in beta, UCDataset is a native data loader that streams data directly from Unity Catalog tables to GPUs, accelerating training times by 10x and reducing compute costs. It plugs directly into standard PyTorch training loops to handle multi-GPU data sharding without custom code while ensuring automatic governance.

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