code: def fine_tune_model_from_args(args):
      """
      Just converts from an ``argparse.Namespace`` object to string paths.
      """
      fine_tune_model_from_file_paths(
          model_archive_path=args.model_archive,
          config_file=args.config_file,
          serialization_dir=args.serialization_dir,
          overrides=args.overrides,
          extend_vocab=args.extend_vocab,
          file_friendly_logging=args.file_friendly_logging,
      )
  
imports: from __future__ import with_statement
  from __future__ import absolute_import
  import argparse
  import json
  import logging
  import os
  from copy import deepcopy
  import re
  from allennlp.commands.evaluate import evaluate
  from allennlp.commands.subcommand import Subcommand
  from allennlp.commands.train import datasets_from_params
  from allennlp.common import Params
  from allennlp.common.util import prepare_environment, prepare_global_logging, get_frozen_and_tunable_parameter_names
  from allennlp.data.iterators.data_iterator import DataIterator
  from allennlp.models import load_archive, archive_model
  from allennlp.models.archival import CONFIG_NAME
  from allennlp.models.model import Model, _DEFAULT_WEIGHTS
  from allennlp.training.trainer import Trainer
  from allennlp.common.checks import ConfigurationError
  from io import open
label_desc: Use image node_id 1 for calling a global function with example usage: fine_tune_model_from_args(args) without return types