Dataset card

README.md

@@ -1,3 +1,61 @@
 ---
 license: apache-2.0
+tags:
+  - magic-the-gathering
+  - draft
+  - model-evaluation
+  - reproducibility
+  - predictions
 ---
+
+# DraftFM frozen_eval: the per-pick prediction archive
+
+Every prediction behind the tables in the DraftFM paper, archived so the
+results can be recomputed (no GPU needed) and audited pick by pick.
+
+- **Model:** [brianward92/draftfm](https://huggingface.co/brianward92/draftfm)
+- **Code and paper:** https://github.com/brianward92/mtga
+
+Each top-level directory is named by the sha256 of the frozen data snapshot
+it was evaluated against — the directory name itself is the registration.
+Inside are per-pick prediction parquets for every model in the battery
+(scaling rungs `s1`–`s16`, `f-dev`, `f-full`, ablations, and baselines),
+in both `human` and `deployment` scoring modes, plus derived accuracy
+curves and a `summary.json` recording the evaluation context and gates.
+
+## Directories
+
+| Directory | What it is |
+|---|---|
+| `013df16b…183a` | **The headline MSH pass**: single pre-registered zero-shot evaluation over the first public MSH snapshot (PremierDraft, protocol v1.1, executed 2026-07-07). Source of the 57.0% top-1 result |
+| `013df16b…183a_postday1` | Post-day-one MSH ceiling: per-set model fine-tuned on MSH after the zero-shot pass, as pre-registered in the protocol (2026-07-09) |
+| `df6220d8…853` | Full-battery end-to-end rehearsal on SOS PremierDraft (protocol v1, 2026-07-05), run before the real MSH pass to burn in the pipeline |
+| `6552b298…34e` | Earlier SOS TradDraft rehearsal with baselines (protocol v1, 2026-07-04) |
+| `validation/` | Per-set validation parquets (e.g. SOS) used for sanity gates |
+
+The rehearsals are included deliberately: the protocol's credibility comes
+from showing the pipeline was exercised and frozen *before* the one-shot
+MSH evaluation, not tuned after it.
+
+## Using it
+
+Each `<model>.<mode>.parquet` holds one row per pick with the model's
+probability over the pack and the chosen card; `summary.json` in each
+directory records the snapshot sha256, S3 ETag, protocol tag, execution
+timestamp, and data-quality gates. To recompute a table, aggregate the
+parquets; to audit a claim, join any pick back to its prediction. The
+battery definition lives in the model repo's `frozen_battery.json`; the
+chronology is in the code repo's `docs/eval_protocol.md`.
+
+## Provenance and licensing
+
+These files are model outputs and derived aggregates generated by the
+DraftFM pipeline (Apache-2.0). The underlying human draft data is the
+17Lands public dataset (CC BY 4.0 — "Data from 17Lands.com"); raw
+17Lands rows are not redistributed here. Unofficial Fan Content per the
+Wizards of the Coast Fan Content Policy; not approved or endorsed by
+Wizards.
+
+## Contact
+
+Brian Ward — brian.ward.92@gmail.com