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A saved policy is a directory, not a pickle. Every artifact bundles weights, architecture, robot config, and normalizer state so it can be loaded with zero context on another machine.

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Load

LoadedPolicy is callable and handles torch / tinygrad conversion automatically.

Push and pull via HuggingFace Hub

Policies travel the same way datasets do.

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rfx deploy calls load_policy internally. If the artifact’s rfx_config.json records a robot, --robot is inferred automatically.