mirror of
https://github.com/wiltodelta/remove-ai-watermarks.git
synced 2026-10-14 13:30:55 +02:00
133 lines
4.7 KiB
Python
133 lines
4.7 KiB
Python
#!/usr/bin/env python3
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"""Publish the photo-classify freeze to Hugging Face wiltodelta/raiw-photo-classify.
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Manual. Not a library release step. Weights are not in git: pass --src, a
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directory that holds clip-l-ft.pt, clip-l-ft-vision-fp32.onnx, and the probe,
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with detector.pt and provider.pt either at the root or in run1/.
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uv run python scripts/publish_photo_classify_hf.py --src DIR
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uv run python scripts/publish_photo_classify_hf.py --card-only
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Needs HF_TOKEN with write role. The GitHub Action
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publish-photo-classify-hf.yml injects secrets.HF_TOKEN.
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Card mode uploads the README, operating-point.json, and the receipt-gate
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head (staged from the package assets) without touching the freeze weights.
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"""
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from __future__ import annotations
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import argparse
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import logging
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import os
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import shutil
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import tempfile
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from pathlib import Path
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from hf_publish import publish_model_folder
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log = logging.getLogger(__name__)
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HUB_REPO = "wiltodelta/raiw-photo-classify"
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CLIP_FILE = "clip-l-ft.pt"
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CLIP_ONNX_FILE = "clip-l-ft-vision-fp32.onnx"
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PROBE_FILE = "probe-weights-clip-l-ft.npz"
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DETECTOR_FILE = "detector.pt"
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PROVIDER_FILE = "provider.pt"
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WEIGHT_FILES = (CLIP_FILE, CLIP_ONNX_FILE, PROBE_FILE, DETECTOR_FILE, PROVIDER_FILE)
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GATE_FILE = "receipt-gate-2026-09-02.npz"
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GATE_STABLE_FILE = "receipt-gate.npz"
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REPO_ROOT = Path(__file__).resolve().parents[1]
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GATE_SOURCE = REPO_ROOT / "src" / "remove_ai_watermarks" / "assets" / GATE_FILE
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CARD_DIR = REPO_ROOT / "docs" / "photo-classify-hf"
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def weight_paths(src: Path) -> dict[str, Path]:
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"""Map Hub filenames to files under ``src`` or ``src/run1``."""
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src = src.expanduser().resolve()
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if not src.is_dir():
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raise SystemExit(f"missing weights directory: {src}")
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found: dict[str, Path] = {}
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for name in WEIGHT_FILES:
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direct = src / name
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nested = src / "run1" / name
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if direct.is_file():
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found[name] = direct
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elif nested.is_file():
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found[name] = nested
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else:
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raise SystemExit(f"missing {name} in {src} or {src / 'run1'}")
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return found
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def stage_card(dest: Path) -> None:
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readme = CARD_DIR / "README.md"
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operating = CARD_DIR / "operating-point.json"
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if not readme.is_file() or not operating.is_file():
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raise SystemExit(f"Hub card missing under {CARD_DIR}")
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if not GATE_SOURCE.is_file():
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raise SystemExit(f"receipt-gate asset missing: {GATE_SOURCE}")
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dest.mkdir(parents=True, exist_ok=True)
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shutil.copy2(readme, dest / "README.md")
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shutil.copy2(operating, dest / "operating-point.json")
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# The gate head versions with the model: card mode carries it even when
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# the five freeze weight files are not being re-uploaded.
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shutil.copy2(GATE_SOURCE, dest / GATE_FILE)
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def _place(src: Path, dest: Path) -> None:
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dest.parent.mkdir(parents=True, exist_ok=True)
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try:
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os.link(src, dest)
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except OSError:
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shutil.copy2(src, dest)
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def stage_weights(dest: Path, src: Path) -> None:
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for name, path in weight_paths(src).items():
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_place(path, dest / name)
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log.info("stage %s (%s bytes)", name, path.stat().st_size)
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stable_gate = src / GATE_STABLE_FILE
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if stable_gate.is_file():
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_place(stable_gate, dest / GATE_STABLE_FILE)
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log.info("stage %s (%s bytes)", GATE_STABLE_FILE, stable_gate.stat().st_size)
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def publish(stage: Path, *, token: str, message: str) -> str:
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return publish_model_folder(
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stage,
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repo_id=HUB_REPO,
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token=token,
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message=message,
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allow_patterns=["README.md", "operating-point.json", *WEIGHT_FILES, GATE_FILE, GATE_STABLE_FILE],
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)
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def main() -> int:
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parser = argparse.ArgumentParser(description=__doc__)
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parser.add_argument("--src", type=Path, help="Freeze or weights directory")
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parser.add_argument("--card-only", action="store_true")
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parser.add_argument("--message", default="")
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args = parser.parse_args()
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logging.basicConfig(level=logging.INFO, format="%(message)s")
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token = os.environ.get("HF_TOKEN", "").strip()
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if not token:
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raise SystemExit("HF_TOKEN is not set (write role required)")
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if args.card_only == bool(args.src):
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raise SystemExit("pass exactly one of --src or --card-only")
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message = args.message.strip() or (
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"Update photo-classify card" if args.card_only else "Publish photo-classify freeze"
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)
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with tempfile.TemporaryDirectory(prefix="raiw-hf-") as tmp:
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stage = Path(tmp)
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stage_card(stage)
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if args.src is not None:
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stage_weights(stage, args.src)
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oid = publish(stage, token=token, message=message)
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log.info("published %s revision=%s", HUB_REPO, oid or "(unknown)")
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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