update about DeepSeek-R1 tutorial docker-run

Signed-off-by: Gongdayao <[email protected]>

Author: Gongdayao

docs/source/tutorials/DeepSeek-R1.md

@@ -25,25 +25,46 @@ If you want to deploy multi-node environment, you need to verify multi-node comm
 
 ### Installation
 
-You can using our official docker image and install extra operator for supporting `DeepSeek-R1-w8a8`.
-
-:::{note}
-Only AArch64 architecture are supported currently due to extra operator's installation limitations.
-:::
-
-:::::{tab-set}
-:sync-group: install
-
-::::{tab-item} A3 series
-:sync: A3
-
-1. Start the docker image on your node, refer to [using docker](../installation.md#set-up-using-docker).
-
-In addition, if you don't want to use the docker image as above, you can also build all from source:
-
-- Install `vllm-ascend` from source, refer to [installation](../installation.md).
-
-- Install extra operator for supporting `DeepSeek-R1-w8a8`, refer to the above tab.
+You can using our official docker image to run `DeepSeek-R1-w8a8` directly.
+
+Select an image based on your machine type and start the docker image on your node, refer to [using docker](../installation.md#set-up-using-docker).
+
+```{code-block} bash
+   :substitutions:
+# Update --device according to your device (Atlas A2: /dev/davinci[0-7] Atlas A3:/dev/davinci[0-15]).
+# Update the vllm-ascend image according to your environment.
+# Note you should download the weight to /root/.cache in advance.
+# Update the vllm-ascend image
+export IMAGE=m.daocloud.io/quay.io/ascend/vllm-ascend:|vllm_ascend_version|
+export NAME=vllm-ascend
+
+# Run the container using the defined variables
+# Note: If you are running bridge network with docker, please expose available ports for multiple nodes communication in advance
+docker run --rm \
+--name $NAME \
+--net=host \
+--shm-size=500g \
+--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/dcmi:/usr/local/dcmi \
+-v /etc/hccn.conf:/etc/hccn.conf \
+-v /usr/local/Ascend/driver/tools/hccn_tool:/usr/local/Ascend/driver/tools/hccn_tool \
+-v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \
+-v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
+-v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \
+-v /etc/ascend_install.info:/etc/ascend_install.info \
+-v /mnt/sfs_turbo/.cache:/root/.cache \
+-it $IMAGE bash
+```
 
 If you want to deploy multi-node environment, you need to set up environment on each node.
 
@@ -56,7 +77,6 @@ If you want to deploy multi-node environment, you need to set up environment on
 :sync-group: install
 
 ::::{tab-item} DeepSeek-R1-w8a8 A3 series
-:sync: A3
 
 ```shell
 #!/bin/sh
@@ -106,7 +126,6 @@ vllm serve path/DeepSeek-R1-W8A8 \
 
 ::::
 ::::{tab-item} DeepSeek-R1-w8a8 A2 series
-:sync: A2
 
 Run the following scripts on two nodes respectively.