diff --git a/official/nlp/pangu_alpha/Dockerfile b/official/nlp/pangu_alpha/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..053bf80cd2309a41b6033b3e8d5ab4f87d41bd5e
--- /dev/null
+++ b/official/nlp/pangu_alpha/Dockerfile
@@ -0,0 +1,5 @@
+ARG FROM_IMAGE_NAME
+FROM ${FROM_IMAGE_NAME}
+
+COPY requirements.txt .
+RUN pip3.7 install -r requirements.txt
\ No newline at end of file
diff --git a/official/nlp/pangu_alpha/docker_start.sh b/official/nlp/pangu_alpha/docker_start.sh
new file mode 100644
index 0000000000000000000000000000000000000000..703fff6d5e1db0769bb6f8b853335b2120bb2a75
--- /dev/null
+++ b/official/nlp/pangu_alpha/docker_start.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+# 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.
+# ============================================================================
+
+docker_image=$1 \
+data_dir=$2 \
+model_dir=$3 \
+
+docker run -it --ipc=host \
+              --device=/dev/davinci0 \
+              --device=/dev/davinci1 \
+              --device=/dev/davinci2 \
+              --device=/dev/davinci3 \
+              --device=/dev/davinci4 \
+              --device=/dev/davinci5 \
+              --device=/dev/davinci6 \
+              --device=/dev/davinci7 \
+              --device=/dev/davinci_manager \
+              --device=/dev/devmm_svm --device=/dev/hisi_hdc \
+              -v /usr/local/Ascend/driver:/usr/local/Ascend/driver \
+              -v /usr/local/Ascend/add-ons/:/usr/local/Ascend/add-ons/ \
+              -v ${model_dir}:${model_dir} \
+              -v ${data_dir}:${data_dir}  \
+              -v /root/ascend/log:/root/ascend/log ${docker_image} /bin/bash