fix: change hub_name default to None for consistency

Use Optional[str] = None instead of hardcoded "SageMakerPublicHub" default,
letting get_sagemaker_hub_name() resolve it at runtime.

Author: guanweim

sagemaker-train/src/sagemaker/train/common_utils/finetune_utils.py

@@ -338,12 +338,12 @@ def _parse_context_length(value) -> int:
 
 
 def _get_fine_tuning_options_and_model_arn(
-    model_name: str, 
-    customization_technique: str, 
-    training_type, 
-    sagemaker_session, 
-    sequence_length=None, 
-    hub_name: str = "SageMakerPublicHub"
+    model_name: str,
+    customization_technique: str,
+    training_type,
+    sagemaker_session,
+    sequence_length=None,
+    hub_name: Optional[str] = None
 ) -> tuple:
     """Get fine-tuning options and model ARN for given customization technique.