diff --git a/.github/workflows/docker-amd-smi.yml b/.github/workflows/docker-amd-smi.yml
new file mode 100644
index 000000000..f536d2286
--- /dev/null
+++ b/.github/workflows/docker-amd-smi.yml
@@ -0,0 +1,51 @@
+name: Build AMD SMI Docker image
+
+on:
+  workflow_dispatch:
+    inputs:
+      image_name:
+        description: "Docker image name"
+        required: true
+        default: "dstackai/amd-smi"
+      rocm_version:
+        description: "ROCm version"
+        required: true
+        default: "6.4"
+      dstack_revision:
+        description: "Docker image revision"
+        required: true
+        default: 0
+
+jobs:
+  build-amd-smi:
+    defaults:
+      run:
+        working-directory: docker/amd-smi
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Login to DockerHub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and upload to DockerHub
+        run: |
+          IMAGE_NAME=${{ inputs.image_name }}
+          docker buildx build . \
+            --load \
+            --provenance=false \
+            --platform linux/amd64 \
+            --build-arg IMAGE_NAME=${IMAGE_NAME} \
+            --build-arg UBUNTU_VERSION=noble \
+            --build-arg ROCM_VERSION=${{ inputs.rocm_version }} \
+            --build-arg DSTACK_REVISION=${{ inputs.dstack_revision }} \
+            --build-arg BUILD_DATE=$(date --utc --iso-8601=seconds)Z \
+            --tag ${IMAGE_NAME}:latest
+          VERSION=$(docker inspect --format '{{ index .Config.Labels "org.opencontainers.image.version" }}' ${IMAGE_NAME})
+          docker tag ${IMAGE_NAME}:latest ${IMAGE_NAME}:${VERSION}
+          docker push ${IMAGE_NAME}:${VERSION}
+          docker push ${IMAGE_NAME}:latest
diff --git a/docker/amd-smi/Dockerfile b/docker/amd-smi/Dockerfile
new file mode 100644
index 000000000..3736f0609
--- /dev/null
+++ b/docker/amd-smi/Dockerfile
@@ -0,0 +1,30 @@
+ARG UBUNTU_VERSION
+
+FROM ubuntu:${UBUNTU_VERSION}
+
+ARG IMAGE_NAME
+ARG UBUNTU_VERSION
+ARG ROCM_VERSION
+ARG DSTACK_REVISION
+ARG BUILD_DATE
+
+ENV PATH="/opt/rocm/bin:${PATH}"
+
+RUN \
+    export DEBIAN_FRONTEND=noninteractive && \
+    apt-get update && \
+    apt-get install -y --no-install-recommends wget ca-certificates && \
+    base_url="https://repo.radeon.com/amdgpu-install/${ROCM_VERSION}/ubuntu/${UBUNTU_VERSION}/" && \
+    deb_name=$(wget -qO- "${base_url}" | grep -Po '(?<=href=")amdgpu-install_[^"]+') && \
+    wget -O amdgpu-install.deb "${base_url}${deb_name}" && \
+    apt-get install -y --no-install-recommends ./amdgpu-install.deb && \
+    rm ./amdgpu-install.deb && \
+    apt-get update && \
+    apt-get install -y amd-smi-lib
+
+ENTRYPOINT ["/opt/rocm/bin/amd-smi"]
+CMD ["--help"]
+
+LABEL org.opencontainers.image.title="${IMAGE_NAME}"
+LABEL org.opencontainers.image.version="${ROCM_VERSION}-${DSTACK_REVISION}"
+LABEL org.opencontainers.image.created="${BUILD_DATE}"
diff --git a/docker/amd-smi/README.md b/docker/amd-smi/README.md
new file mode 100644
index 000000000..577036d9c
--- /dev/null
+++ b/docker/amd-smi/README.md
@@ -0,0 +1,9 @@
+# dstack AMD SMI
+
+An Ubuntu-based image with [AMD SMI](https://rocm.docs.amd.com/projects/amdsmi/en/latest/) preinstalled. Suitable for AMD GPU detection.
+
+## Usage
+
+```shell
+docker run --rm --device /dev/kfd --device /dev/dri dstackai/amd-smi static
+```