diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index ab8f746dc2..4c9ae8b805 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -45,7 +45,7 @@ jobs:
       TAG: "openmmlab/lmdeploy:latest-${{matrix.cuda_version}}"
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: ${{github.event.inputs.repo_ref}}
       - name: Free disk space
@@ -96,51 +96,6 @@ jobs:
           docker tag $TAG $RELEASE_TAG
           docker push $RELEASE_TAG
 
-  publish_dev_docker_image:
-    runs-on: ubuntu-latest
-    environment: 'prod'
-    env:
-      TAG_PREFIX: "openmmlab/lmdeploy"
-      TAG: "openmmlab/lmdeploy:dev"
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-        with:
-          ref: ${{github.event.inputs.repo_ref}}
-      - name: Free disk space
-        uses: jlumbroso/free-disk-space@main
-        with:
-          # This might remove tools that are actually needed, if set to "true" but frees about 6 GB
-          tool-cache: false
-          docker-images: false
-          # All of these default to true, but feel free to set to "false" if necessary for your workflow
-          android: true
-          dotnet: true
-          haskell: true
-          large-packages: true
-          swap-storage: false
-      - name: Get docker info
-        run: |
-          docker info
-          # remove http extraheader
-          git config --local --unset "http.https://github.com/.extraheader"
-      - name: Login to Docker Hub
-        uses: docker/login-action@v2
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-      - name: Update docker TAG from workflow input
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          export TAG=$TAG_PREFIX:${{github.event.inputs.image_tag}}-dev
-          echo $TAG
-          echo "TAG=${TAG}" >> $GITHUB_ENV
-      - name: Build and push Docker image
-        run: |
-          echo $TAG
-          docker build . -f docker/Dockerfile -t ${TAG} --build-arg IMAGE_TYPE=dev
-          docker push $TAG
-
   publish_ascend_docker_image:
     runs-on: ubuntu-latest
     environment: 'prod'
@@ -149,7 +104,7 @@ jobs:
       TAG: "openmmlab/lmdeploy:ascend"
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: ${{github.event.inputs.repo_ref}}
       - name: Free disk space
diff --git a/.github/workflows/docker_dev.yml b/.github/workflows/docker_dev.yml
new file mode 100644
index 0000000000..5aca101a2a
--- /dev/null
+++ b/.github/workflows/docker_dev.yml
@@ -0,0 +1,53 @@
+name: publish-dev-docker
+
+on:
+  workflow_dispatch:
+    inputs:
+      repo_ref:
+        required: false
+        description: 'Set branch or tag or commit id. Default is "main"'
+        type: string
+        default: 'main'
+
+jobs:
+  publish_dev_docker_image:
+    runs-on: ubuntu-latest
+    environment: 'prod'
+    env:
+      TAG: "openmmlab/lmdeploy:dev-cu12.8"
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.repo_ref }}
+
+      - name: Free disk space
+        uses: jlumbroso/free-disk-space@v1.3.1
+        with:
+          # This might remove tools that are actually needed, if set to "true" but frees about 6 GB
+          tool-cache: false
+          docker-images: false
+          # All of these default to true, but feel free to set to "false" if necessary for your workflow
+          android: true
+          dotnet: true
+          haskell: true
+          large-packages: true
+          swap-storage: false
+
+      - name: Get docker info
+        run: |
+          docker info
+          # remove http extraheader
+          git config --local --unset "http.https://github.com/.extraheader"
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Build and push Docker image
+        run: |
+          echo $TAG
+          docker build . -f docker/Dockerfile_dev -t ${TAG}
+          docker push $TAG