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# Hugging Face Release Design

This release follows a model-card-first pattern used by geospatial and weather
foundation-model releases on the Hub. The public page starts with model purpose,
released weights, input expectations, a quick loading example, data boundaries,
and a compact evaluation snapshot. Paper artifacts are included as supporting
reproducibility material rather than being the main organizing principle.

## Public Card Structure

- `README.md` is the public model card. It contains YAML metadata, intended use,
  checkpoint locations, quick loading code, data-source boundaries, limitations,
  and citation text.
- `assets/` contains lightweight visuals for the Hub page plus PNG previews of
  final-paper figure previews.
- `models/wildfire_fm/` contains model code, manifests, and checkpoint metadata.
- `paper_outputs/` stores selected final-paper figure PDFs used for public
  visual checking.
- `artifacts/results/` stores sanitized compact CSV/JSON summaries that can be public.
- `data_sources/` documents external data resources without redistributing them.
- `experiments/` contains raw-rerun reference scripts and Slurm templates.

## Data Boundary

The repository is a model release with reproducibility artifacts. Full raw-data
reruns require separately obtained source data, local feature caches, and
cluster-specific paths.

## Manuscript Boundary

The Hub model release publishes the compiled paper PDF and keeps manuscript
source management in the authors' paper workspace. The public paper link can be
updated after the arXiv version is finalized.