Datasets:
Formats:
csv
Languages:
English
Size:
1K - 10K
Tags:
mathematics
inverse-problems
observability
noncommutative-algebra
symbolic-computation
calibration-rigidity
| # Upload workflow | |
| Suggested target: **`PureOne/AELYRION-NOULITH-III`**, repository type **Dataset**. | |
| The release root's uploader sends only the verified `repo/` folder. | |
| ## Authentication and execution | |
| Extract the whole release and run `UPLOAD_TO_HUGGINGFACE.bat` on Windows, or | |
| `bash upload_to_huggingface.sh` on Unix. Python 3.11 or newer is required. | |
| The uploader accepts cached Hub CLI credentials or `HF_TOKEN`, then falls back to hidden | |
| token input. A write-capable token for the Dataset repository is required; read-only | |
| connected-app credentials cannot perform a live upload. Token strings are neither echoed | |
| nor saved in the release. | |
| `python upload_to_huggingface.py --dry-run` makes no network request. | |
| A live command verifies hashes and uploads only the manifest's file list. | |
| ## Existing repositories | |
| Same-path files are updated. Unrelated remote files remain. Repository visibility is | |
| unchanged if it already exists. The default creates a new public repository; `--private` | |
| creates a new private one. The script does not delete repositories or post discussions. | |
| Older remote files are not cleaned up automatically. The new card explicitly selects the | |
| ten current configurations, preventing unrelated CSV schemas from being merged. | |
| ## Troubleshooting | |
| | Problem | Next action | | |
| |---|---| | |
| | Python missing / too old | Install Python 3.11 or newer | | |
| | Dependency download fails | Install `requirements-upload.txt` when connectivity is available | | |
| | HTTP 401 / 403 | Use a valid token with write access to the target repository | | |
| | Namespace mismatch | Use the authenticated account or a listed organization | | |
| | HTTP 429 | Wait for the Hub limit to clear, then rerun | | |
| | Interrupted connection | Rerun against the same repository ID | | |
| | Hash mismatch | Restore delivered files or deliberately regenerate checksums after review | | |
| Do not place a token file inside `repo/`. | |
| ## Viewer and citation | |
| Local loading of all ten data configurations is checked. Hub-side Dataset Viewer processing | |
| will run after deposition; it has not been exercised by this preparation task. | |
| Record the actual commit URL printed by the uploader. Use its revision for exact snapshot | |
| reproduction. No remote commit hash or DOI is invented in this package. | |
| ## Official documentation | |
| - [Dataset manual configuration](https://huggingface.co/docs/hub/datasets-manual-configuration) | |
| - [Upload files using the Hub SDK](https://huggingface.co/docs/huggingface_hub/guides/upload) | |
| - [Authentication](https://huggingface.co/docs/huggingface_hub/quick-start#authentication) | |
| - [Dataset cards](https://huggingface.co/docs/hub/datasets-cards) | |