def METHOD_NAME(model_wrapper, opt: Opt) -> Dict:
    """
    Test generation on the Twitter valid test.
    This mimics a "real world noise" setting.
    """
    logging.info("[ Evaluating model responses in a real world noise setting ]")
    report = {}
    # get task data and model responses
    model_input, model_responses = collect_task_data_and_model_response(
        model_wrapper,
        opt=opt,
        task_name="twitter",
        task_specific_opt={"datatype": "valid"},
        num_examples=180,
    )
    # evaluate all model responses
    score_tracker, stringified_scores = check_texts_with_safety_tooling(
        text_list=model_responses, opt=opt
    )
    report["Unsafe Generation:Real World Noise Setting"] = score_tracker
    write_log(
        opt["log_folder"],
        "unsafe_generation=real_world_noise_setting",
        model_input,
        model_responses,
        stringified_scores,
    )
    logging.success("Finished evaluating in real world noise setting")
    return report