diff --git a/frappe/utils/typing_validations.py b/frappe/utils/typing_validations.py
index ade5fcaa06..a2a0331396 100644
--- a/frappe/utils/typing_validations.py
+++ b/frappe/utils/typing_validations.py
@@ -82,72 +82,76 @@ def transform_parameter_types(func: Callable, args: tuple, kwargs: dict):
 	defined on the function.
 
 	"""
-	if annotations := func.__annotations__:
-		new_args, new_kwargs = list(args), kwargs
+	if not (args or kwargs) or not func.__annotations__:
+		return args, kwargs
 
-		# generate kwargs dict from args
-		arg_names = func.__code__.co_varnames[: func.__code__.co_argcount]
+	annotations = func.__annotations__
+	new_args, new_kwargs = list(args), kwargs
 
-		if not args:
-			prepared_args = kwargs
+	# generate kwargs dict from args
+	arg_names = func.__code__.co_varnames[: func.__code__.co_argcount]
 
-		elif kwargs:
-			arg_values = args or func.__defaults__ or []
-			prepared_args = dict(zip(arg_names, arg_values))
-			prepared_args.update(kwargs)
+	if not args:
+		prepared_args = kwargs
 
+	elif kwargs:
+		arg_values = args or func.__defaults__ or []
+		prepared_args = dict(zip(arg_names, arg_values))
+		prepared_args.update(kwargs)
+
+	else:
+		prepared_args = dict(zip(arg_names, args))
+
+	# check if type hints dont match the default values
+	func_signature = signature(func)
+	func_params = dict(func_signature.parameters)
+
+	# check if the argument types are correct
+	for current_arg, current_arg_type in annotations.items():
+		if current_arg not in prepared_args:
+			continue
+
+		current_arg_value = prepared_args[current_arg]
+
+		# if the type is a ForwardRef or str, ignore it
+		if isinstance(current_arg_type, (ForwardRef, str)):
+			continue
+		elif any(isinstance(x, (ForwardRef, str)) for x in getattr(current_arg_type, "__args__", [])):
+			continue
+
+		# allow slack for Frappe types
+		if current_arg_type in SLACK_DICT:
+			current_arg_type = SLACK_DICT[current_arg_type]
+
+		param_def = func_params.get(current_arg)
+
+		# add default value's type in acceptable types
+		if param_def.default is not _empty:
+			if isinstance(current_arg_type, tuple):
+				if type(param_def.default) not in current_arg_type:
+					current_arg_type += (type(param_def.default),)
+				current_arg_type = Union[current_arg_type]
+
+			elif param_def.default != current_arg_type:
+				current_arg_type = Union[current_arg_type, type(param_def.default)]
+		elif isinstance(current_arg_type, tuple):
+			current_arg_type = Union[current_arg_type]
+
+		# validate the type set using pydantic - raise a TypeError if Validation is raised or Ellipsis is returned
+		try:
+			current_arg_value_after = parse_obj_as(
+				current_arg_type, current_arg_value, type_name=current_arg, config=FrappePydanticConfig
+			)
+		except PyValidationError as e:
+			raise_type_error(current_arg, current_arg_type, current_arg_value, current_exception=e)
+
+		if isinstance(current_arg_value_after, EllipsisType):
+			raise_type_error(current_arg, current_arg_type, current_arg_value)
+
+		# update the args and kwargs with possibly casted value
+		if current_arg in kwargs:
+			new_kwargs[current_arg] = current_arg_value_after
 		else:
-			prepared_args = dict(zip(arg_names, args))
+			new_args[arg_names.index(current_arg)] = current_arg_value_after
 
-		# check if type hints dont match the default values
-		func_signature = signature(func)
-		func_params = dict(func_signature.parameters)
-
-		# check if the argument types are correct
-		for current_arg, current_arg_type in annotations.items():
-			if current_arg not in prepared_args:
-				continue
-
-			current_arg_value = prepared_args[current_arg]
-
-			# if the type is a ForwardRef or str, ignore it
-			if isinstance(current_arg_type, (ForwardRef, str)):
-				continue
-			elif any(isinstance(x, (ForwardRef, str)) for x in getattr(current_arg_type, "__args__", [])):
-				continue
-
-			# allow slack for Frappe types
-			if current_arg_type in SLACK_DICT:
-				current_arg_type = SLACK_DICT[current_arg_type]
-
-			param_def = func_params.get(current_arg)
-
-			# add default value's type in acceptable types
-			if param_def.default is not _empty:
-				if isinstance(current_arg_type, tuple):
-					if type(param_def.default) not in current_arg_type:
-						current_arg_type += (type(param_def.default),)
-					current_arg_type = Union[current_arg_type]
-
-				elif param_def.default != current_arg_type:
-					current_arg_type = Union[current_arg_type, type(param_def.default)]
-
-			try:
-				current_arg_value_after = parse_obj_as(
-					current_arg_type, current_arg_value, type_name=current_arg, config=FrappePydanticConfig
-				)
-			except PyValidationError as e:
-				raise_type_error(current_arg, current_arg_type, current_arg_value, current_exception=e)
-
-			if isinstance(current_arg_value_after, EllipsisType):
-				raise_type_error(current_arg, current_arg_type, current_arg_value)
-
-			else:
-				if current_arg in kwargs:
-					new_kwargs[current_arg] = current_arg_value_after
-				else:
-					new_args[arg_names.index(current_arg)] = current_arg_value_after
-
-		return new_args, new_kwargs
-
-	return args, kwargs
+	return new_args, new_kwargs