[NeMo_Gemma] RuntimeError: Error(s) in loading state_dict for MegatronGPTSFTModel:

Hi,
I am trying to run evaluation on a fine-tuned gemma model via nemo.
The code for evaluation is Parameter Efficient Fine-Tuning (PEFT) - NVIDIA Docs.

But I got this error as below:
Error executing job with overrides: [‘model.restore_from_path=/workspace/data_model/results/checkpoints/megatron_gpt_peft_lora_tuning.nemo’, ‘trainer.devices=1’, ‘model.data.test_ds.file_names=[/workspace/data_model/databricks-dolly-15k/test.jsonl]’, ‘model.data.test_ds.names=[dolly-15k_test]’, ‘model.data.test_ds.global_batch_size=16’, ‘model.data.test_ds.micro_batch_size=2’, ‘model.data.test_ds.tokens_to_generate=20’, ‘model.tensor_model_parallel_size=1’, ‘model.pipeline_model_parallel_size=1’, ‘inference.greedy=True’, ‘model.data.test_ds.output_file_path_prefix=/results/sft_results’, ‘model.data.test_ds.write_predictions_to_file=True’]
Traceback (most recent call last):
File “/opt/NeMo/examples/nlp/language_modeling/tuning/megatron_gpt_peft_eval.py”, line 133, in main
model = MegatronGPTSFTModel.restore_from(cfg.model.restore_from_path, model_cfg, trainer=trainer)
File “/opt/NeMo/nemo/collections/nlp/models/nlp_model.py”, line 465, in restore_from
return super().restore_from(
File “/opt/NeMo/nemo/core/classes/modelPT.py”, line 449, in restore_from
instance = cls._save_restore_connector.restore_from(
File “/opt/NeMo/nemo/collections/nlp/parts/nlp_overrides.py”, line 1099, in restore_from
super().load_instance_with_state_dict(instance, state_dict, strict)
File “/opt/NeMo/nemo/core/connectors/save_restore_connector.py”, line 217, in load_instance_with_state_dict
instance.load_state_dict(state_dict, strict=strict)
File “/opt/NeMo/nemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py”, line 389, in load_state_dict
super().load_state_dict(state_dict, strict=True)
File “/opt/NeMo/nemo/collections/nlp/models/nlp_model.py”, line 447, in load_state_dict
results = super(NLPModel, self).load_state_dict(state_dict, strict=strict)
File “/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py”, line 2152, in load_state_dict
raise RuntimeError(‘Error(s) in loading state_dict for {}:\n\t{}’.format(
RuntimeError: Error(s) in loading state_dict for MegatronGPTSFTModel:

Could I get any advice on it??