docstr: Updates the `model_kwargs` and `trainer_kwargs` dictionaries with the keyword.add()
  
  Provides a warning if the keyword argument is not valid for the trainer or model.
docstr_tok: ["Updates","the","`","model_kwargs","`","and","`","trainer_kwargs","`","dictionaries","with","the","keyword.add","(",")","Provides","a","warning","if","the","keyword","argument","is","not","valid","for","the","trainer","or","model","."]
code: def update_config(self, *args, **kwargs) -> None:
      """
      Updates the `model_kwargs` and `trainer_kwargs` dictionaries with the keyword.add()
  
      Provides a warning if the keyword argument is not valid for the trainer or model.
      """
  
      def get_all_keys(d):
          keys = []
          for k, v in d.items():
              keys.append(k)
              if isinstance(v, dict):
                  keys += get_all_keys(v)
          return keys
  
      trainer_kwargs = self._trainer.get_trainer_kwargs()
      model_kwargs = self._trainer.get_model_kwargs()
  
      all_keys = get_all_keys({**trainer_kwargs, **model_kwargs})
  
      for kwarg in kwargs:
          if kwarg not in all_keys:
              warnings.warn(
                  f"'{kwarg}' is not a valid default argument for '{self._trainer.__class__.__name__}'. "
                  f"Valid default arguments are: {all_keys}. ",
                  UserWarning,
                  stacklevel=2,
              )
      return super().update_config(*args, **kwargs)
  
imports: import os
  import textwrap
  import warnings
  from pathlib import Path
  from typing import TYPE_CHECKING, Dict, List, Optional, Union
  from argilla.client.feedback.schemas.records import FeedbackRecord
  from argilla.client.feedback.training.schemas.base import TrainingTaskForTextClassification, TrainingTaskTypes
  from argilla.client.models import Framework, TextClassificationRecord
  from argilla.training.base import ArgillaTrainer
  from argilla.training.base import ArgillaTrainerSkeleton
label_desc: Use image node_id 9 for calling the ArgillaTrainer obj's underlying member method code with example usage: obj.update_config() and returns: super, keys