Huggingface Model Cards

TODO:

• [ ] Add page-specific notes for publishing/huggingface-model-cards.md after inspecting the real project files.
• [ ] Cross-link Huggingface Model Cards to the most relevant code, data, testing, and safety pages.
• [ ] List the exact artifact this page helps publish.
• [ ] Document source files that feed the public artifact.
• [ ] Add what must be checked for accuracy before publication.
• [ ] Add privacy and safety review items.
• [ ] Add versioning rules and naming rules.
• [ ] Add how to rebuild or regenerate the artifact.
• [ ] List model file path, version, preprocessing path, output scale, and known field behavior.
• [ ] Add current vs historical metrics once retesting is complete.
• [ ] Add the exact source path, artifact path, or hardware component name.
• [ ] Add the command or procedure needed to reproduce the result.
• [ ] Add expected inputs and outputs.
• [ ] Add the settings, flags, constants, or calibration values that control it.
• [ ] Add known failure modes and how they appear in logs, video, or field behavior.