diff --git a/official/nlp/serving/__init__.py b/official/nlp/serving/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..ba97902e7ec1e12871c0fad301b9ce48c92cf1d1
--- /dev/null
+++ b/official/nlp/serving/__init__.py
@@ -0,0 +1,15 @@
+# Copyright 2022 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
diff --git a/tensorflow_models/nlp/__init__.py b/tensorflow_models/nlp/__init__.py
index 916ca1e7b450ddcb3accc84e19e4b77239bc19d6..b26f691806a54a1441d8e7718eddb6223803d23a 100644
--- a/tensorflow_models/nlp/__init__.py
+++ b/tensorflow_models/nlp/__init__.py
@@ -13,5 +13,8 @@
 # limitations under the License.
 
 """TensorFlow Models NLP Libraries."""
+
 from official.nlp import tasks
+from official.nlp.configs import encoders
 from official.nlp.modeling import *
+from official.nlp.serving import serving_modules