code: def test_build_layer_specific_params(self):
      model = AutoModelForSequenceClassification.from_pretrained(
          "sshleifer/tiny-distilroberta-base"
      )
  
      base_lr = 2e-5
      fine_tuning_arguments = FineTuningArguments(base_lr, 0.95)
      params = _build_layer_specific_params(
          model, base_lr, fine_tuning_arguments
      )
  
      self._assert_params(params, base_lr, 4)
  
file_path: small-text/tests/unit/small_text/integrations/transformers/utils/test_classification.py
imports: import unittest
  import pytest
  import numpy
  from unittest.mock import patch, MagicMock
  from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
label_desc: Use image node_id 1 for calling the BuildLayerSpecificParamsTest obj's underlying member method code with example usage: obj.test_build_layer_specific_params() without return types