from __future__ import annotations import argparse import hashlib import json import shutil from pathlib import Path from huggingface_hub import hf_hub_download def digest(path: Path) -> str: value = hashlib.sha256() with path.open("rb") as stream: while block := stream.read(8 * 1024 * 1024): value.update(block) return value.hexdigest() def main() -> int: parser = argparse.ArgumentParser(description="Download and verify Krea 2 benchmark models") parser.add_argument("--models-dir", type=Path, required=True) parser.add_argument("--manifest", type=Path, default=Path(__file__).resolve().parents[1] / "provenance" / "model_manifest.json") parser.add_argument("--all", action="store_true", help="Download all eight formats plus text encoder and VAE") parser.add_argument("--format", choices=["bf16", "fp8_scaled", "int8_convrot", "mxfp8", "nvfp4", "int4_convrot", "gguf_q8_0", "gguf_q4_k_m"], action="append") parser.add_argument("--accept-krea-license", action="store_true") args = parser.parse_args() if not args.accept_krea_license: parser.error("Review the Krea 2 Community License, then pass --accept-krea-license") selected = set(args.format or []) if not args.all and not selected: parser.error("Choose --all or at least one --format") manifest = json.loads(args.manifest.read_text(encoding="utf-8")) args.models_dir.mkdir(parents=True, exist_ok=True) common = {"qwen3vl_4b_bf16.safetensors", "qwen_image_vae.safetensors"} wanted = common | {item["filename"] for item in manifest["files"] if item.get("format_id") in selected} if args.all: wanted = {item["filename"] for item in manifest["files"]} for item in manifest["files"]: if item["filename"] not in wanted: continue destination = args.models_dir / item["filename"] if destination.exists() and digest(destination) == item["sha256"]: print(f"verified {destination.name}") continue cached = Path(hf_hub_download(repo_id=item["repository"], revision=item["revision"], filename=item["repository_path"])) shutil.copy2(cached, destination) actual = digest(destination) if actual != item["sha256"]: destination.unlink(missing_ok=True) raise RuntimeError(f"SHA-256 mismatch for {item['filename']}: {actual}") print(f"downloaded and verified {destination.name}") return 0 if __name__ == "__main__": raise SystemExit(main())