diff --git a/merlin/models/tf/transformers/transforms.py b/merlin/models/tf/transformers/transforms.py
index ace3fce40b..53d3119931 100644
--- a/merlin/models/tf/transformers/transforms.py
+++ b/merlin/models/tf/transformers/transforms.py
@@ -190,9 +190,21 @@ def call(self, inputs: tf.Tensor) -> Dict[str, tf.Tensor]:
 @tf.keras.utils.register_keras_serializable(package="merlin.models")
 class SequenceSummary(TFSequenceSummary):
     def __init__(self, summary: str, initializer_range: float = 0.02, **kwargs):
+        self.summary = summary
         config = SimpleNamespace(summary_type=summary)
         super().__init__(config, initializer_range=initializer_range, **kwargs)
 
+    def get_config(self):
+        config = super().get_config()
+        config["summary"] = self.summary
+        return config
+
+    @classmethod
+    def from_config(cls, config, custom_objects=None):
+        output = SequenceSummary(**config)
+        output.__class__ = cls
+        return output
+
 
 @Block.registry.register("sequence_last")
 @tf.keras.utils.register_keras_serializable(package="merlin.models")
diff --git a/tests/unit/tf/transformers/test_block.py b/tests/unit/tf/transformers/test_block.py
index ddf5325911..398d469f04 100644
--- a/tests/unit/tf/transformers/test_block.py
+++ b/tests/unit/tf/transformers/test_block.py
@@ -141,7 +141,7 @@ def test_transformer_encoder_with_post():
         post="sequence_mean",
     )
     outputs = transformer_encod(inputs)
-
+    testing_utils.assert_serialization(transformer_encod)
     assert list(outputs.shape) == [NUM_ROWS, EMBED_DIM]