SkyPilot enables teams to run AI workloads on any cloud without incurring cross-cloud transfer costs, allowing models and datasets to remain on Hugging Face, while providing efficient, zero-egress storage. It mounts Hugging Face Buckets or repos directly into compute tasks, enabling seamless access to data across 20+ cloud and Kubernetes environments without copying or billing. The system supports incremental checkpointing and efficient data transfer, leveraging Hugging Face's storage infrastructure to minimize network usage and costs.

