docstr: Serializes this instance while replace `Enum` by their values (for JSON serialization support). It obfuscates
  the token values by removing their value.
docstr_tok: ["Serializes","this","instance","while","replace","`","Enum","`","by","their","values","(","for","JSON","serialization","support",")",".","It","obfuscates","the","token","values","by","removing","their","value","."]
code: def to_dict(self):
      """
      Serializes this instance while replace `Enum` by their values (for JSON serialization support). It obfuscates
      the token values by removing their value.
      """
      d = asdict(self)
      for k, v in d.items():
          if isinstance(v, Enum):
              d[k] = v.value
          if (
              isinstance(v, list)
              and len(v) > 0
              and isinstance(v[0], Enum)
          ):
              d[k] = [x.value for x in v]
          if k.endswith("_token"):
              d[k] = f"<{k.upper()}>"
      return d
  
imports: import json
  import logging
  import math
  import os
  import random
  import sys
  import time
  import warnings
  from dataclasses import asdict, dataclass, field
  from enum import Enum
  from itertools import chain
  from pathlib import Path
  from typing import Any, Callable, Dict, Optional, Tuple
  import datasets
  import evaluate
  import jax
  import jax.numpy
  import numpy
  import optax
  from datasets import ClassLabel, load_dataset
  from flax import struct, traverse_util
  from flax.jax_utils import pad_shard_unpad, replicate, unreplicate
  from flax.training import train_state
  from flax.training.common_utils import get_metrics, onehot, shard
  from huggingface_hub import Repository, create_repo
  from tqdm import tqdm
  import transformers
  from transformers import AutoConfig, AutoTokenizer, FlaxAutoModelForTokenClassification, HfArgumentParser, is_tensorboard_available
  from transformers.utils import check_min_version, send_example_telemetry
  from transformers.utils.versions import require_version
label_desc: Use image node_id 2 for calling the TrainingArguments obj's underlying member method code with example usage: obj.to_dict() and returns: d