"""Run OpenJEV E4B 1.0 on a closed-choice question.""" import argparse from pathlib import Path from openjev import OpenJEV def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--state", default="Checkout fails after a deployment; customers cannot place orders.") parser.add_argument("--instruction", default="Which team should own this incident?") parser.add_argument("--option", dest="options", action="append", help="Repeat for each choice (at least two).") parser.add_argument("--load-mode", choices=("nf4", "bf16"), default="nf4") parser.add_argument("--device", default="cuda") parser.add_argument("--repo-dir", type=Path, default=Path(__file__).resolve().parents[1]) args = parser.parse_args() options = args.options or ["Billing", "Technical outages", "Sales"] if len(options) < 2: parser.error("pass at least two --option values") model = OpenJEV.from_pretrained(args.repo_dir, device=args.device, load_mode=args.load_mode) result = model.choice(state=args.state, instruction=args.instruction, options=options) for option, probability in zip(options, result["probabilities"]): print(f"{probability:.2%} {option}") print(f"Selected: {result['selected_option']}") if __name__ == "__main__": main()