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Running on Zero
| """Resolve and validate Hugging Face π₀.₅ UR checkpoint artifacts.""" | |
| from __future__ import annotations | |
| from dataclasses import dataclass | |
| import os | |
| from pathlib import Path, PurePosixPath | |
| DEFAULT_CHECKPOINT_PATH = "checkpoint" | |
| class ArtifactPaths: | |
| checkpoint: Path | |
| def snapshot_download(**kwargs) -> str: | |
| """Import Hugging Face Hub lazily so validation tests stay lightweight.""" | |
| from huggingface_hub import snapshot_download as download | |
| return download(**kwargs) | |
| def normalize_model_id(value: str) -> str: | |
| if not isinstance(value, str) or not value.strip(): | |
| raise ValueError("Hugging Face model ID is required") | |
| result = value.strip() | |
| if any(character.isspace() for character in result): | |
| raise ValueError("Hugging Face model ID cannot contain whitespace") | |
| return result | |
| def normalize_checkpoint_path(value: str) -> str: | |
| if not isinstance(value, str) or not value.strip(): | |
| raise ValueError("checkpoint path is required") | |
| candidate = value.strip().replace("\\", "/") | |
| path = PurePosixPath(candidate) | |
| if path.is_absolute() or ".." in path.parts or path == PurePosixPath("."): | |
| raise ValueError("checkpoint path must be a relative path without parent traversal") | |
| return path.as_posix() | |
| def resolve_model_id() -> str: | |
| return os.getenv("PI05_MODEL_ID", "") | |
| def resolve_checkpoint_path() -> str: | |
| return os.getenv("PI05_CHECKPOINT_PATH", DEFAULT_CHECKPOINT_PATH) | |
| def download_checkpoint(model_id: str, checkpoint_path: str) -> ArtifactPaths: | |
| model_id = normalize_model_id(model_id) | |
| relative = normalize_checkpoint_path(checkpoint_path) | |
| root = Path(snapshot_download(repo_id=model_id)) | |
| checkpoint = root.joinpath(*PurePosixPath(relative).parts) | |
| if not (checkpoint / "params").is_dir() and not (checkpoint / "model.safetensors").is_file(): | |
| raise FileNotFoundError( | |
| f"checkpoint has neither params/ nor model.safetensors: {checkpoint}" | |
| ) | |
| statistics = checkpoint / "assets/ur_demo/norm_stats.json" | |
| if not statistics.is_file(): | |
| raise FileNotFoundError(f"UR normalization statistics not found: {statistics}") | |
| return ArtifactPaths(checkpoint=checkpoint) | |