"""Execute or audit one frozen depth/time development run.""" from __future__ import annotations import argparse import json from pathlib import Path from llm_memory_editability.depth_step import audit, train def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("mode", choices=("train", "audit")) parser.add_argument("--spec-file", type=Path) parser.add_argument("--out", type=Path, required=True) parser.add_argument("--device", default="cuda:0") args = parser.parse_args() if args.mode == "train": if args.spec_file is None: parser.error("train requires --spec-file") value = json.loads(args.spec_file.read_text()) spec = value.get("spec", value) source = value.get("source", spec.get("source")) if not isinstance(source, dict): parser.error("spec-file must include a frozen source dictionary") train(spec, args.out, source, args.device) else: print(json.dumps(audit(args.out, args.device)), flush=True) if __name__ == "__main__": main()