def METHOD_NAME(model_file, log_file, pred_file=None, verbose=False, vw_base_cmd="vw -t -l 0.001"):
    """
    Run the VW audit command for a model and input vectors.
    @param: model_file The input model file.
    @param: log_file: The input log file.
    @param: verbose: The verbose flag for advanced printing.
    @param: save_pred: Flag to save model predictions file.
    @param: vw_base_cmd: The base vw command line args.
    @returns: The vw audit command capture from command line.
    """
    if pred_file:
        # Save prediction file
        vw_base_cmd += ' -p {pred_file}'.format(pred_file=pred_file)
    vw_audit_cmd = vw_base_cmd+' -i {model} --dsjson {test_input} --audit'.format(model=model_file, test_input=log_file)
    if verbose:
        print("VW Audit command: {0}".format(vw_audit_cmd))
    # Run the command in windows and check output.
    vw_cmd_output = check_output(vw_audit_cmd).decode()
    if verbose:
        print(vw_cmd_output)
    return vw_cmd_output