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/package_private_derived_metadata.py from ar-mine/cosmos-robometer-private-code: direct link, hf CLI and curl.
- Browser
- Download file 4.07 kB
-
https://huggingface.co/ar-mine/cosmos-robometer-private-code/resolve/main/scripts/package_private_derived_metadata.py
- Command line
-
hf download hf://ar-mine/cosmos-robometer-private-code/scripts/package_private_derived_metadata.py
-
curl -L -o package_private_derived_metadata.py https://huggingface.co/ar-mine/cosmos-robometer-private-code/resolve/main/scripts/package_private_derived_metadata.py
4.07 kB
| #!/usr/bin/env python3 | |
| """Create portable copies of locally derived manifests and reports.""" | |
| from __future__ import annotations | |
| import argparse | |
| import json | |
| import shutil | |
| from pathlib import Path | |
| ACTION_MANIFESTS = { | |
| "autoeval_full.jsonl": "autoeval", | |
| "libero_full.jsonl": "libero_success", | |
| "roboarena_full_refined.jsonl": "roboarena", | |
| "racer_pilot.jsonl": "racer_pilot", | |
| } | |
| ACTION_REPORTS = ( | |
| "summary.json", | |
| "autoeval_full_validation.json", | |
| "libero_full_validation.json", | |
| "roboarena_full_refined_validation.json", | |
| "racer_pilot_validation.json", | |
| ) | |
| def portable(value, experiment_root: Path): | |
| if isinstance(value, dict): | |
| return {key: portable(item, experiment_root) for key, item in value.items()} | |
| if isinstance(value, list): | |
| return [portable(item, experiment_root) for item in value] | |
| if not isinstance(value, str): | |
| return value | |
| if "/action_labels/stage2_action_sidecar_v1/" in value: | |
| return "action_sidecars/" + value.split("/action_labels/stage2_action_sidecar_v1/", 1)[1] | |
| racer_marker = "/artifacts/action_recovery_v1/racer_pilot/" | |
| if racer_marker in value: | |
| return "action_sidecars/racer_pilot/" + value.split(racer_marker, 1)[1] | |
| if "/action_sources/" in value: | |
| return "upstream_raw/" + value.split("/action_sources/", 1)[1] | |
| root_text = str(experiment_root.resolve()) + "/" | |
| if value.startswith(root_text): | |
| return value[len(root_text):] | |
| return value | |
| def rewrite_json(source: Path, target: Path, experiment_root: Path) -> None: | |
| payload = portable(json.loads(source.read_text()), experiment_root) | |
| target.parent.mkdir(parents=True, exist_ok=True) | |
| target.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n") | |
| def rewrite_jsonl(source: Path, target: Path, experiment_root: Path, source_name: str) -> None: | |
| target.parent.mkdir(parents=True, exist_ok=True) | |
| output = [] | |
| for line in source.read_text().splitlines(): | |
| if not line: | |
| continue | |
| row = portable(json.loads(line), experiment_root) | |
| if "sidecar_path" in row: | |
| row["sidecar_path"] = f"action_sidecars/{source_name}/trajectory_{row['stage2_trajectory_id']}.npz" | |
| output.append(json.dumps(row, sort_keys=True) + "\n") | |
| target.write_text("".join(output)) | |
| def main() -> None: | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--experiment-root", type=Path, required=True) | |
| parser.add_argument("--dataset-metadata-root", type=Path, required=True) | |
| parser.add_argument("--output-root", type=Path, required=True) | |
| args = parser.parse_args() | |
| experiment = args.experiment_root.resolve() | |
| output = args.output_root.resolve() | |
| manifests = experiment / "manifests" | |
| shutil.copy2(manifests / "phase2_remediation_pairs_v1.jsonl", output / "manifests/phase2_remediation_pairs_v1.jsonl") | |
| rewrite_json(manifests / "phase2_remediation_pairs_v1_summary.json", output / "manifests/phase2_remediation_pairs_v1_summary.json", experiment) | |
| action_source = manifests / "action_recovery_v1" | |
| for name, source_name in ACTION_MANIFESTS.items(): | |
| rewrite_jsonl(action_source / name, output / "derived/action_manifests" / name, experiment, source_name) | |
| report_source = experiment / "reports/action_recovery_v1" | |
| for name in ACTION_REPORTS: | |
| rewrite_json(report_source / name, output / "derived/action_reports" / name, experiment) | |
| inventory_source = args.dataset_metadata_root / "phase21a_data_inventory.json" | |
| inventory = json.loads(inventory_source.read_text()) | |
| inventory["manifest"] = "manifests/phase2_remediation_pairs_v1.jsonl" | |
| inventory["output_dir"] = "." | |
| (output / "manifests/stage2_subset_inventory.json").write_text( | |
| json.dumps(inventory, indent=2, sort_keys=True) + "\n" | |
| ) | |
| shutil.copy2(args.dataset_metadata_root / "SHA256SUMS", output / "manifests/stage2_subset_SHA256SUMS") | |
| print(json.dumps({"status": "complete", "output_root": str(output)}, indent=2)) | |
| if __name__ == "__main__": | |
| main() | |