from dataclasses import dataclass
from transformers.tokenization_utils_base import PreTrainedTokenizerBase, PaddingStrategy
from typing import Optional, Union
import tensorflow as tf
@dataclass
 class DataCollatorForMultipleChoice:
     """
     Data collator that will dynamically pad the inputs for multiple choice received.
     """