docstr: Loads a state_dict expecting the state_dict to contain key,values 
  only for the adapter parameters.
code: def load_state_dict(self, state_dict, strict: bool = True):
      """
      Loads a state_dict expecting the state_dict to contain key,values
      only for the adapter parameters.
      """
      for name, module in self.frozen_model.named_modules():
          if (
              isinstance(module, adapter_mixins.AdapterModuleMixin)
              and module.is_adapter_available()
          ):
              for adapter_key in self.adapter_name_keys:
                  adapter_module = module.get_adapter_module(
                      adapter_key
                  )
                  if adapter_module:
                      state_adapter_key = ":".join([name, adapter_key])
                      adapter_module.load_state_dict(
                          state_dict[state_adapter_key], strict
                      )
              module.set_enabled_adapters(enabled=True)
  
imports: import itertools
  from typing import Any
  import torch
  from omegaconf.dictconfig import DictConfig
  from omegaconf.omegaconf import open_dict
  from pytorch_lightning.trainer.trainer import Trainer
  from nemo.collections.common.parts.adapter_modules import LinearAdapterConfig
  from nemo.collections.nlp.models.language_modeling.megatron_t5_model import MegatronT5Model
  from nemo.collections.nlp.models.language_modeling.megatron_t5_prompt_learning_model import MegatronT5PromptLearningModel
  from nemo.collections.nlp.models.language_modeling.megatron_t5_sft_model import MegatronT5SFTModel
  from nemo.collections.nlp.modules.common import VirtualPromptStyle
  from nemo.collections.nlp.modules.common.megatron.adapters.parallel_adapters import AdapterName, InfusedAdapterConfig, LoraKQVAdapterConfig, LoraKVAdapterConfig, LoraQAdapterConfig, MLPInfusedAdapterConfig, ParallelLinearAdapterConfig
  from nemo.collections.nlp.parts.utils_funcs import get_last_rank
  from nemo.core.classes.mixins import adapter_mixins
  from nemo.utils import logging, model_utils
label_desc: Use image node_id 11 for calling the MegatronT5BaseAdapterModel obj's underlying member method code with example usage: obj.load_state_dict(state_dict, strict) without return types