diff --git a/model_zoo/official/cv/centerface/mindspore_hub_conf.py b/model_zoo/official/cv/centerface/mindspore_hub_conf.py
new file mode 100644
index 00000000000..d59867442a7
--- /dev/null
+++ b/model_zoo/official/cv/centerface/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.centerface import CenterfaceMobilev2
+
+def centerface(*args, **kwargs):
+    return CenterfaceMobilev2(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "centerface":
+        return CenterfaceMobilev2(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/cnnctc/mindspore_hub_conf.py b/model_zoo/official/cv/cnnctc/mindspore_hub_conf.py
new file mode 100644
index 00000000000..969f1f94af2
--- /dev/null
+++ b/model_zoo/official/cv/cnnctc/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.cnn_ctc import CNNCTC_Model
+
+def cnnctc(*args, **kwargs):
+    return CNNCTC_Model(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "cnnctc":
+        return CNNCTC_Model(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/efficientnet/mindspore_hub_conf.py b/model_zoo/official/cv/efficientnet/mindspore_hub_conf.py
new file mode 100644
index 00000000000..bec008323a3
--- /dev/null
+++ b/model_zoo/official/cv/efficientnet/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.efficientnet import efficientnet_b0
+
+def efficinetnet(*args, **kwargs):
+    return efficientnet_b0(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "efficinetnet":
+        return efficientnet_b0(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/inceptionv4/mindspore_hub_conf.py b/model_zoo/official/cv/inceptionv4/mindspore_hub_conf.py
new file mode 100644
index 00000000000..8ddb0ca4032
--- /dev/null
+++ b/model_zoo/official/cv/inceptionv4/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.inceptionv4 import Inceptionv4
+
+def inceptionv4_net(*args, **kwargs):
+    return Inceptionv4(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "inceptionv4":
+        return Inceptionv4(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/inceptionv4/src/__init__.py b/model_zoo/official/cv/inceptionv4/src/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/model_zoo/official/cv/mobilenetv1/mindspore_hub_conf.py b/model_zoo/official/cv/mobilenetv1/mindspore_hub_conf.py
new file mode 100644
index 00000000000..fb99914be64
--- /dev/null
+++ b/model_zoo/official/cv/mobilenetv1/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.mobilenet_v1 import mobilenet_v1
+
+def mobilenetv1(*args, **kwargs):
+    return mobilenet_v1(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "mobilenetv1":
+        return mobilenet_v1(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/openpose/mindspore_hub_conf.py b/model_zoo/official/cv/openpose/mindspore_hub_conf.py
new file mode 100644
index 00000000000..5dd51aae8c6
--- /dev/null
+++ b/model_zoo/official/cv/openpose/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.openposenet import OpenPoseNet
+
+def openposenet(*args, **kwargs):
+    return OpenPoseNet(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "openposenet":
+        return OpenPoseNet(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/shufflenetv1/mindspore_hub_conf.py b/model_zoo/official/cv/shufflenetv1/mindspore_hub_conf.py
new file mode 100644
index 00000000000..4e63e881659
--- /dev/null
+++ b/model_zoo/official/cv/shufflenetv1/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.shufflenetv1 import ShuffleNetV1
+
+def shufflenetv1(*args, **kwargs):
+    return ShuffleNetV1(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "shufflenetv1":
+        return ShuffleNetV1(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/shufflenetv2/mindspore_hub_conf.py b/model_zoo/official/cv/shufflenetv2/mindspore_hub_conf.py
new file mode 100644
index 00000000000..87a10a2c083
--- /dev/null
+++ b/model_zoo/official/cv/shufflenetv2/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.shufflenetv2 import ShuffleNetV2
+
+def shufflenetv2(*args, **kwargs):
+    return ShuffleNetV2(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "shufflenetv2":
+        return ShuffleNetV2(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/squeezenet/mindspore_hub_conf.py b/model_zoo/official/cv/squeezenet/mindspore_hub_conf.py
new file mode 100644
index 00000000000..26731287dfe
--- /dev/null
+++ b/model_zoo/official/cv/squeezenet/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.squeezenet import SqueezeNet
+
+def squeezenet(*args, **kwargs):
+    return SqueezeNet(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "squeezenet":
+        return SqueezeNet(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/cv/xception/mindspore_hub_conf.py b/model_zoo/official/cv/xception/mindspore_hub_conf.py
new file mode 100644
index 00000000000..094b4eddabc
--- /dev/null
+++ b/model_zoo/official/cv/xception/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.Xception import xception
+
+def xceptionnet(*args, **kwargs):
+    return xception(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "xception":
+        return xception(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/nlp/fasttext/mindspore_hub_conf.py b/model_zoo/official/nlp/fasttext/mindspore_hub_conf.py
new file mode 100644
index 00000000000..be9ca0acfd2
--- /dev/null
+++ b/model_zoo/official/nlp/fasttext/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.fasttext_model import FastText
+
+def fasttext(*args, **kwargs):
+    return FastText(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "fasttext":
+        return FastText(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/nlp/mass/src/__init__.py b/model_zoo/official/nlp/mass/src/__init__.py
index 7e943365a00..578d1392ac1 100644
--- a/model_zoo/official/nlp/mass/src/__init__.py
+++ b/model_zoo/official/nlp/mass/src/__init__.py
@@ -1,4 +1,4 @@
-# Copyright 2020 Huawei Technologies Co., Ltd
+# Copyright 2020-2021 Huawei Technologies Co., Ltd
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -24,6 +24,7 @@ from .transformer import LabelSmoothedCrossEntropyCriterion
 from .transformer import TransformerTrainOneStepWithLossScaleCell
 from .transformer import TransformerTraining
 from .transformer import infer
+from .transformer import TransformerInferModel
 from .language_model import LooseMaskedLanguageModel
 from .language_model import MaskedLanguageModel
 from .language_model import NoiseChannelLanguageModel
@@ -40,5 +41,6 @@ __all__ = [
     "LabelSmoothedCrossEntropyCriterion",
     "LooseMaskedLanguageModel",
     "MaskedLanguageModel",
+    "TransformerInferModel",
     "NoiseChannelLanguageModel"
 ]
diff --git a/model_zoo/official/nlp/mass/src/transformer/__init__.py b/model_zoo/official/nlp/mass/src/transformer/__init__.py
index 36db26d360b..8b1ad986b0b 100644
--- a/model_zoo/official/nlp/mass/src/transformer/__init__.py
+++ b/model_zoo/official/nlp/mass/src/transformer/__init__.py
@@ -1,4 +1,4 @@
-# Copyright 2020 Huawei Technologies Co., Ltd
+# Copyright 2020-2021 Huawei Technologies Co., Ltd
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -20,6 +20,7 @@ from .beam_search import BeamSearchDecoder
 from .transformer_for_train import TransformerTraining, LabelSmoothedCrossEntropyCriterion, \
     TransformerNetworkWithLoss, TransformerTrainOneStepWithLossScaleCell
 from .infer_mass import infer, infer_ppl
+from .transformer_for_infer import TransformerInferModel
 
 __all__ = [
     "infer",
@@ -31,5 +32,6 @@ __all__ = [
     "Transformer",
     "TransformerEncoder",
     "TransformerDecoder",
-    "BeamSearchDecoder"
+    "BeamSearchDecoder",
+    "TransformerInferModel"
 ]
diff --git a/model_zoo/official/nlp/textcnn/mindspore_hub_conf.py b/model_zoo/official/nlp/textcnn/mindspore_hub_conf.py
new file mode 100644
index 00000000000..546a6ef1f5c
--- /dev/null
+++ b/model_zoo/official/nlp/textcnn/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.textcnn import TextCNN
+
+def textcnn_net(*args, **kwargs):
+    return TextCNN(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "textcnn":
+        return TextCNN(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/official/recommend/ncf/mindspore_hub_conf.py b/model_zoo/official/recommend/ncf/mindspore_hub_conf.py
new file mode 100644
index 00000000000..60fcedb4bde
--- /dev/null
+++ b/model_zoo/official/recommend/ncf/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.ncf import NCFModel
+
+def ncfnet(*args, **kwargs):
+    return NCFModel(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "ncf":
+        return NCFModel(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/research/audio/fcn-4/mindspore_hub_conf.py b/model_zoo/research/audio/fcn-4/mindspore_hub_conf.py
new file mode 100644
index 00000000000..bf8e9324ee2
--- /dev/null
+++ b/model_zoo/research/audio/fcn-4/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.musictagger import MusicTaggerCNN
+
+def fcn_4(*args, **kwargs):
+    return MusicTaggerCNN(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "fcn4":
+        return MusicTaggerCNN(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")
diff --git a/model_zoo/research/nlp/textrcnn/mindspore_hub_conf.py b/model_zoo/research/nlp/textrcnn/mindspore_hub_conf.py
new file mode 100644
index 00000000000..13f1f5e70e9
--- /dev/null
+++ b/model_zoo/research/nlp/textrcnn/mindspore_hub_conf.py
@@ -0,0 +1,25 @@
+# Copyright 2021 Huawei Technologies Co., Ltd
+#
+# 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.
+# ============================================================================
+"""hub config"""
+from src.textrcnn import textrcnn
+
+def textrcnn_net(*args, **kwargs):
+    return textrcnn(*args, **kwargs)
+
+
+def create_network(name, *args, **kwargs):
+    if name == "textrcnn":
+        return textrcnn(*args, **kwargs)
+    raise NotImplementedError(f"{name} is not implemented in the repo")