Ethanfel/ComfyUI-Prompt-Calibrator
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Switch compare to discrete verdicts + granular pose axes + per-axis definitions

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The 4B's 0-1 scores were unreliable (identical ref/gen scored ~0.6), so the
judge now returns verdict match/partial/mismatch per axis; overall_score and a
new mismatch_count are computed from verdicts on our side (reliable, monotonic).
Expanded the action/pose cluster into position_name, body_orientation,
limb_arrangement, penetration, contact_points, genital_visibility (+ breast_size)
so explicit poses carry detail. Each axis now ships a one-line definition in the
prompt so gender_mix/subject_count stop absorbing positional text. 24 axes total.
Example workflows use the node default (axes=''). Docs realigned; stop condition
is now mismatch_count==0.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This commit is contained in:
Ethanfel
2026-06-26 23:15:51 +02:00
parent c7ef756a71
commit 53f1f9b9b4
7 changed files with 165 additions and 117 deletions
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README.md
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@@ -51,11 +51,11 @@ default skip download entirely.
| name | type | use |
|---|---|---|
| `overall_score` | FLOAT 0..1 | compare: loop stop-condition / objective. describe: `1.0` placeholder |
| `axis_scores_json` | STRING (JSON) | compare: per-axis `{score, ref, gen}`. describe: per-axis target values `{axis: value}` |
| `analysis` | STRING | compare: summary, worst axes first (`score ref:[…] gen:[…]`). describe: the prompt-ready `caption` |
| `overall_score` | FLOAT 0..1 | compare: mean verdict (computed here, not by the model). describe: `1.0` placeholder |
| `axis_scores_json` | STRING (JSON) | compare: per-axis `{verdict, ref, gen}` (verdict = match/partial/mismatch). describe: `{axis: value}` |
| `analysis` | STRING | compare: header (`overall, N mismatches`) + axes worst-first (`VERDICT ref:[…] gen:[…]`). describe: the `caption` |
| `raw` | STRING | raw model output (both passes if `swap_eval`) |
| `report_path` | STRING | path to the written `calib_<tag>.json` |
| `report_path` | STRING | path to the written `calib_<tag>.json` (carries `mismatch_count`) |
## Install