diff --git a/python/paddle/nn/utils/transform_parameters.py b/python/paddle/nn/utils/transform_parameters.py
index 8db65d61bb5ba..d75bc0a0467b8 100644
--- a/python/paddle/nn/utils/transform_parameters.py
+++ b/python/paddle/nn/utils/transform_parameters.py
@@ -12,7 +12,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+from __future__ import annotations
+
 from functools import reduce
+from typing import TYPE_CHECKING, Iterable
 
 import paddle
 from paddle import _C_ops
@@ -23,9 +26,13 @@
     in_dygraph_mode,
 )
 
+if TYPE_CHECKING:
+    from paddle import Tensor
+    from paddle._typing import ShapeLike
+
 
 # input==output, inplace strategy of reshape has no cost almostly
-def _inplace_reshape_dygraph(x, shape):
+def _inplace_reshape_dygraph(x: Tensor, shape: ShapeLike) -> None:
     x_shape = _create_tensor(dtype='int64')
     if in_dygraph_mode():
         with paddle.base.dygraph.no_grad():
@@ -42,12 +49,12 @@ def _inplace_reshape_dygraph(x, shape):
 
 
 @dygraph_only
-def _stride_column(param):
+def _stride_column(param: Tensor) -> None:
     """
     A tool function. Permute date of parameter as a 'columns' stride. Now, it only support 2-D parameter.
 
     Args:
-        param(Tensor]): The param that will be strided according to 'columns'.
+        param(Tensor): The param that will be strided according to 'columns'.
 
     Examples:
        .. code-block:: python
@@ -75,7 +82,9 @@ def _stride_column(param):
 
 
 @dygraph_only
-def parameters_to_vector(parameters, name=None):
+def parameters_to_vector(
+    parameters: Iterable[Tensor], name: str | None = None
+) -> Tensor:
     """
     Flatten parameters to a 1-D Tensor.
 
@@ -126,7 +135,9 @@ def parameters_to_vector(parameters, name=None):
 
 
 @dygraph_only
-def vector_to_parameters(vec, parameters, name=None):
+def vector_to_parameters(
+    vec: Tensor, parameters: Iterable[Tensor], name: str | None = None
+) -> None:
     """
     Transform a 1-D Tensor to the input ``parameters`` .