code: def gpt2_method_caller(
      framework: t.Literal["pt", "tf", "jax"], model_name: str
  ) -> t.Callable[
      [Model, str, tuple[t.Any, ...], dict[str, t.Any]],
      tuple[int, int, int],
  ]:
      def caller(
          framework_test_model: Model,
          method: str,
          args: tuple[t.Any, ...],
          kwargs: dict[str, t.Any],
      ) -> t.Any:
          tokenizer = transformers.AutoTokenizer.from_pretrained(
              model_name
          )
          model_inputs = kwargs
          if args:
              model_inputs.update(
                  t.cast(
                      "dict[str, t.Any]",
                      tokenizer(args, return_tensors=framework),
                  )
              )
          last_hidden_state = getattr(
              framework_test_model.model, method
          )(**model_inputs).last_hidden_state
          return last_hidden_state.shape
  
      return caller
  
imports: from __future__ import annotations
  import importlib
  import typing
  import numpy
  import requests
  import tensorflow
  import transformers
  from datasets import load_dataset
  from PIL import Image
  from transformers import Pipeline
  from transformers.pipelines import get_supported_tasks
  from transformers.pipelines import get_task
  from transformers.testing_utils import nested_simplify
  from transformers.trainer_utils import set_seed
  from transformers.utils import is_tf_available
  from transformers.utils import is_torch_available
  import bentoml
  from bentoml._internal.frameworks.transformers import SimpleDefaultMapping
  from bentoml._internal.frameworks.transformers import TaskDefinition
  from bentoml._internal.frameworks.transformers import convert_to_autoclass
  from bentoml._internal.frameworks.transformers import delete_pipeline
  from bentoml._internal.frameworks.transformers import register_pipeline
  from .None import FrameworkTestModel
  from .None import FrameworkTestModelConfiguration
  from .None import FrameworkTestModelInput
label_desc: Use image node_id 7 for calling a global function with example usage: gpt2_method_caller(framework, model_name) and returns: caller, last_hidden_state