docstr: Updates the `model_kwargs` and `trainer_kwargs` dictionaries with the keyword
  arguments passed to the `update_config` function.
docstr_tok: ["Updates","the","`","model_kwargs","`","and","`","trainer_kwargs","`","dictionaries","with","the","keyword","arguments","passed","to","the","`","update_config","`","function","."]
code: def update_config(self, **kwargs):
      """
      Updates the `model_kwargs` and `trainer_kwargs` dictionaries with the keyword
      arguments passed to the `update_config` function.
      """
      super().update_config(**kwargs)
  
      from peft import LoraConfig
  
      self.lora_kwargs.update(
          filter_allowed_args(LoraConfig.__init__, **kwargs)
      )
  
file_path: argilla/src/argilla/training/peft.py
imports: import logging
  from typing import List, Union
  import numpy
  from argilla.client.models import TextClassificationRecord, TokenClassificationRecord
  from argilla.training.transformers import ArgillaTransformersTrainer
  from argilla.training.utils import filter_allowed_args
  from argilla.utils.dependency import require_dependencies
label_desc: Use image node_id 4 for calling the ArgillaPeftTrainer obj's underlying member method code with example usage: obj.update_config() without return types