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53a1159 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | """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()
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