UPLOAD.md

Release download and verification

The public dataset is sungguk/visual-answerability. The frozen release tag is v1.0.0; the internal cohort version remains answerability-v1.0.0-20260928. The separate private training handoff is not part of this public repository.

Download the complete release, including evidence and evaluation scripts:

from huggingface_hub import HfApi, snapshot_download

repo_id = "sungguk/visual-answerability"
commit = HfApi(token=False).dataset_info(repo_id, revision="v1.0.0").sha
print("Release commit:", commit)
root = snapshot_download(repo_id, repo_type="dataset", revision=commit,
                         local_dir="hf-dataset", token=False)

Install hf-dataset/requirements.txt, then follow EVALUATION.md to verify the frozen manifest, decode and hash the 9,000 embedded images, check all 1,000 bounded chart proofs, and replay the reported numerical results. Write validation outputs and reconstructed GQA data outside hf-dataset. MANIFEST.json records SHA-256 digests of all release files except itself.

The public release changes only publication documentation and metadata from the verified local preparation candidate. Upstream GQA questions, full programs, graphs and photographs are excluded. Obtain the official inputs and follow RECONSTRUCTION.md for that configuration.

Maintainer checks before assigning the release tag include an anonymous download of every file, exact file-set and digest comparison against the manifest, and loading all three configurations from the Hub commit. Viewer processing is checked separately. Future data changes require a new version; the v1.0.0 tag must continue to identify this verified snapshot.