Instructions to use ar-mine/cosmos-robometer-private-code with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ar-mine/cosmos-robometer-private-code with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ar-mine/cosmos-robometer-private-code", device_map="auto") - PEFT
How to use ar-mine/cosmos-robometer-private-code with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download scripts/verify_stage2_links.py from ar-mine/cosmos-robometer-private-code: direct link, hf CLI and curl.
- Browser
- Download file 3.34 kB
-
https://huggingface.co/ar-mine/cosmos-robometer-private-code/resolve/main/scripts/verify_stage2_links.py
- Command line
-
hf download hf://ar-mine/cosmos-robometer-private-code/scripts/verify_stage2_links.py
-
curl -L -o verify_stage2_links.py https://huggingface.co/ar-mine/cosmos-robometer-private-code/resolve/main/scripts/verify_stage2_links.py
3.34 kB
| #!/usr/bin/env python3 | |
| """Verify that frozen pair/action manifests resolve against reconstructed data.""" | |
| from __future__ import annotations | |
| import argparse | |
| import hashlib | |
| import json | |
| from pathlib import Path | |
| def digest(path: Path) -> str: | |
| result = hashlib.sha256() | |
| with path.open("rb") as stream: | |
| for block in iter(lambda: stream.read(8 * 1024 * 1024), b""): | |
| result.update(block) | |
| return result.hexdigest() | |
| def main() -> None: | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--manifest", type=Path, required=True) | |
| parser.add_argument("--processed-root", type=Path, required=True) | |
| parser.add_argument("--checksums", type=Path) | |
| parser.add_argument("--action-manifest-dir", type=Path) | |
| parser.add_argument("--derived-root", type=Path) | |
| args = parser.parse_args() | |
| rows = [json.loads(line) for line in args.manifest.read_text().splitlines() if line] | |
| references: set[Path] = set() | |
| for row in rows: | |
| for role in ("chosen", "rejected"): | |
| relative = Path(str(row[role]["source_frame_file"])) | |
| parts = relative.parts[1:] if relative.parts[:1] in ((".",), ("processed_datasets",)) else relative.parts | |
| if relative.parts[:1] == (".",) and parts[:1] == ("processed_datasets",): | |
| parts = parts[1:] | |
| references.add(Path(*parts)) | |
| missing = [str(path) for path in sorted(references) if not (args.processed_root / path).is_file()] | |
| if missing: | |
| raise FileNotFoundError(f"missing {len(missing)} manifest frame files; examples={missing[:10]}") | |
| if len(rows) != 2689 or len(references) != 4323: | |
| raise RuntimeError(f"unexpected frozen counts: rows={len(rows)} files={len(references)}") | |
| checksum_count = 0 | |
| if args.checksums: | |
| for line in args.checksums.read_text().splitlines(): | |
| expected, relative = line.split(maxsplit=1) | |
| relative_path = Path(relative.strip()) | |
| parts = relative_path.parts[1:] if relative_path.parts[:1] == ("processed_datasets",) else relative_path.parts | |
| target = args.processed_root / Path(*parts) | |
| if digest(target) != expected: | |
| raise RuntimeError(f"SHA256 mismatch: {target}") | |
| checksum_count += 1 | |
| action_rows = action_files = 0 | |
| if args.action_manifest_dir or args.derived_root: | |
| if not (args.action_manifest_dir and args.derived_root): | |
| raise ValueError("action-manifest-dir and derived-root must be supplied together") | |
| for manifest in sorted(args.action_manifest_dir.glob("*.jsonl")): | |
| for line in manifest.read_text().splitlines(): | |
| row = json.loads(line) | |
| action_rows += 1 | |
| if "sidecar_path" not in row: | |
| continue | |
| target = args.derived_root / row["sidecar_path"] | |
| if not target.is_file(): | |
| raise FileNotFoundError(target) | |
| action_files += 1 | |
| print(json.dumps({ | |
| "status": "pass", | |
| "pair_rows": len(rows), | |
| "unique_stage2_frame_files": len(references), | |
| "sha256_files_verified": checksum_count, | |
| "action_manifest_rows": action_rows, | |
| "action_sidecar_files_resolved": action_files, | |
| }, indent=2)) | |
| if __name__ == "__main__": | |
| main() | |