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SkyPilot and Hugging Face launch zero-egress storage integration for multi-cloud AI workloads

SkyPilot and Hugging Face announced a joint integration that allows users to mount Hugging Face Hub repos (including Hugging Face Buckets) directly into SkyPilot jobs using an hf:// URL and HF_TOKEN. This enables running AI workloads—development, training, or serving—on any cloud GPU cluster while reading data from the Hub with zero egress fees. The move simplifies multi-cloud AI workflows by decoupling storage from compute.

0 engagement·1 source·Tue, Jul 7, 2026, 12:00 AM
The integration lets users mount a Hugging Face Bucket or any Hub repo into a SkyPilot job with one hf:// URL and the HF_TOKEN they already have, then launch it wherever capacity is. Hugging Face charges no egress, so reading data onto GPUs costs nothing on any cloud. This joins the two halves: models and datasets stay on the Hub, and SkyPilot runs the compute (dev, training, or serving) on whatever cluster has the GPUs.

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Hugging Face(company)SkyPilot(tool)Hugging Face Hub(tool)Hugging Face Bucket(tool)zero-egress storage(concept)

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1 engagement·1 source·hackernews