diff --git a/.github/workflows/build-manywheel-images.yml b/.github/workflows/build-manywheel-images.yml
index 243e302f4..b90391a98 100644
--- a/.github/workflows/build-manywheel-images.yml
+++ b/.github/workflows/build-manywheel-images.yml
@@ -193,3 +193,18 @@ jobs:
       - name: Build Docker Image
         run: |
           manywheel/build_docker.sh
+  build-docker-xpu:
+    runs-on: linux.12xlarge
+    env:
+      GPU_ARCH_TYPE: xpu
+    steps:
+      - name: Checkout PyTorch
+        uses: actions/checkout@v3
+      - name: Authenticate if WITH_PUSH
+        run: |
+          if [[ "${WITH_PUSH}" == true ]]; then
+            echo "${DOCKER_TOKEN}" | docker login -u "${DOCKER_ID}" --password-stdin
+          fi
+      - name: Build Docker Image
+        run: |
+          manywheel/build_docker.sh
diff --git a/common/install_xpu.sh b/common/install_xpu.sh
new file mode 100644
index 000000000..c34bdd8bd
--- /dev/null
+++ b/common/install_xpu.sh
@@ -0,0 +1,156 @@
+#!/bin/bash
+set -xe
+
+# Intel® software for general purpose GPU capabilities.
+# Refer to https://www.intel.com/content/www/us/en/developer/articles/tool/pytorch-prerequisites-for-intel-gpus.html
+
+# Users should update to the latest version as it becomes available
+
+function install_ubuntu() {
+    . /etc/os-release
+    if [[ ! " jammy " =~ " ${VERSION_CODENAME} " ]]; then
+        echo "Ubuntu version ${VERSION_CODENAME} not supported"
+        exit
+    fi
+
+    apt-get update -y
+    apt-get install -y gpg-agent wget
+    
+    # To add the online network package repository for the GPU Driver LTS releases
+    wget -qO - https://repositories.intel.com/gpu/intel-graphics.key \
+        | gpg --yes --dearmor --output /usr/share/keyrings/intel-graphics.gpg
+    echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] \
+        https://repositories.intel.com/gpu/ubuntu ${VERSION_CODENAME}/lts/2350 unified" \
+        | tee /etc/apt/sources.list.d/intel-gpu-${VERSION_CODENAME}.list
+    # To add the online network network package repository for the Intel Support Packages
+    wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB \
+        | gpg --dearmor > /usr/share/keyrings/intel-for-pytorch-gpu-dev-keyring.gpg
+    echo "deb [signed-by=/usr/share/keyrings/intel-for-pytorch-gpu-dev-keyring.gpg] \
+        https://apt.repos.intel.com/intel-for-pytorch-gpu-dev all main" \
+        | tee /etc/apt/sources.list.d/intel-for-pytorch-gpu-dev.list
+
+    # Update the packages list and repository index
+    apt-get update
+
+    # The xpu-smi packages
+    apt-get install -y flex bison xpu-smi
+    # Compute and Media Runtimes
+    apt-get install -y \
+        intel-opencl-icd intel-level-zero-gpu level-zero \
+        intel-media-va-driver-non-free libmfx1 libmfxgen1 libvpl2 \
+        libegl-mesa0 libegl1-mesa libegl1-mesa-dev libgbm1 libgl1-mesa-dev libgl1-mesa-dri \
+        libglapi-mesa libgles2-mesa-dev libglx-mesa0 libigdgmm12 libxatracker2 mesa-va-drivers \
+        mesa-vdpau-drivers mesa-vulkan-drivers va-driver-all vainfo hwinfo clinfo
+    # Development Packages
+    apt-get install -y libigc-dev intel-igc-cm libigdfcl-dev libigfxcmrt-dev level-zero-dev
+    # Install Intel Support Packages
+    if [ -n "$XPU_VERSION" ]; then
+        apt-get install -y intel-for-pytorch-gpu-dev-${XPU_VERSION}
+    else
+        apt-get install -y intel-for-pytorch-gpu-dev
+    fi
+
+    # Cleanup
+    apt-get autoclean && apt-get clean
+    rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+}
+
+function install_rhel() {
+    . /etc/os-release
+    if [[ "${ID}" == "rhel" ]]; then
+        if [[ ! " 8.6 8.8 8.9 9.0 9.2 9.3 " =~ " ${VERSION_ID} " ]]; then
+            echo "RHEL version ${VERSION_ID} not supported"
+            exit
+        fi
+    elif [[ "${ID}" == "almalinux" ]]; then
+        # Workaround for almalinux8 which used by quay.io/pypa/manylinux_2_28_x86_64
+        VERSION_ID="8.6"
+    fi
+
+    dnf install -y 'dnf-command(config-manager)'
+    # To add the online network package repository for the GPU Driver LTS releases
+    dnf config-manager --add-repo \
+        https://repositories.intel.com/gpu/rhel/${VERSION_ID}/lts/2350/unified/intel-gpu-${VERSION_ID}.repo
+    
+    # To add the online network network package repository for the Intel Support Packages
+    tee > /etc/yum.repos.d/intel-for-pytorch-gpu-dev.repo << EOF
+[intel-for-pytorch-gpu-dev]
+name=Intel for Pytorch GPU dev repository
+baseurl=https://yum.repos.intel.com/intel-for-pytorch-gpu-dev
+enabled=1
+gpgcheck=1
+repo_gpgcheck=1
+gpgkey=https://yum.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
+EOF
+
+    # The xpu-smi packages
+    dnf install -y xpu-smi
+    # Compute and Media Runtimes
+    dnf install -y \
+        intel-opencl intel-media intel-mediasdk libmfxgen1 libvpl2\
+        level-zero intel-level-zero-gpu mesa-dri-drivers mesa-vulkan-drivers \
+        mesa-vdpau-drivers libdrm mesa-libEGL mesa-libgbm mesa-libGL \
+        mesa-libxatracker libvpl-tools intel-metrics-discovery \
+        intel-metrics-library intel-igc-core intel-igc-cm \
+        libva libva-utils intel-gmmlib libmetee intel-gsc intel-ocloc
+    # Development packages
+    dnf install -y --refresh \
+        intel-igc-opencl-devel level-zero-devel intel-gsc-devel libmetee-devel \
+        level-zero-devel
+    # Install Intel Support Packages
+    yum install -y intel-for-pytorch-gpu-dev intel-pti-dev
+
+    # Cleanup
+    dnf clean all
+    rm -rf /var/cache/yum
+    rm -rf /var/lib/yum/yumdb
+    rm -rf /var/lib/yum/history
+}
+
+function install_sles() {
+    . /etc/os-release
+    VERSION_SP=${VERSION_ID//./sp}
+    if [[ ! " 15sp4 15sp5 " =~ " ${VERSION_SP} " ]]; then
+        echo "SLES version ${VERSION_ID} not supported"
+        exit
+    fi
+
+    # To add the online network package repository for the GPU Driver LTS releases
+    zypper addrepo -f -r \
+        https://repositories.intel.com/gpu/sles/${VERSION_SP}/lts/2350/unified/intel-gpu-${VERSION_SP}.repo
+    rpm --import https://repositories.intel.com/gpu/intel-graphics.key
+    # To add the online network network package repository for the Intel Support Packages
+    zypper addrepo https://yum.repos.intel.com/intel-for-pytorch-gpu-dev intel-for-pytorch-gpu-dev
+    rpm --import https://yum.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB
+
+    # The xpu-smi packages
+    zypper install -y lsb-release flex bison xpu-smi
+    # Compute and Media Runtimes
+    zypper install -y intel-level-zero-gpu level-zero intel-gsc intel-opencl intel-ocloc \
+        intel-media-driver libigfxcmrt7 libvpl2 libvpl-tools libmfxgen1 libmfx1
+    # Development packages
+    zypper install -y libigdfcl-devel intel-igc-cm libigfxcmrt-devel level-zero-devel
+
+    # Install Intel Support Packages
+    zypper install -y intel-for-pytorch-gpu-dev intel-pti-dev
+
+}
+
+
+# The installation depends on the base OS
+ID=$(grep -oP '(?<=^ID=).+' /etc/os-release | tr -d '"')
+case "$ID" in
+    ubuntu)
+        install_ubuntu
+    ;;
+    rhel|almalinux)
+        install_rhel
+    ;;
+    sles)
+        install_sles
+    ;;
+    *)
+        echo "Unable to determine OS..."
+        exit 1
+    ;;
+esac
diff --git a/manywheel/Dockerfile_2_28 b/manywheel/Dockerfile_2_28
index f5f21bf3d..c564cacb8 100644
--- a/manywheel/Dockerfile_2_28
+++ b/manywheel/Dockerfile_2_28
@@ -142,3 +142,11 @@ RUN yum install -y cmake3 && \
     ln -s /usr/bin/cmake3 /usr/bin/cmake
 ADD ./common/install_miopen.sh install_miopen.sh
 RUN bash ./install_miopen.sh ${ROCM_VERSION} && rm install_miopen.sh
+
+FROM cpu_final as xpu_final
+# cmake-3.28.4 from pip
+RUN python3 -m pip install --upgrade pip && \
+    python3 -mpip install cmake==3.28.4
+ADD ./common/install_xpu.sh install_xpu.sh
+RUN bash ./install_xpu.sh && rm install_xpu.sh
+RUN pushd /opt/_internal && tar -xJf static-libs-for-embedding-only.tar.xz && popd
diff --git a/manywheel/build.sh b/manywheel/build.sh
index a04d05869..e79083ee0 100755
--- a/manywheel/build.sh
+++ b/manywheel/build.sh
@@ -15,7 +15,7 @@ case "${GPU_ARCH_TYPE:-BLANK}" in
     rocm)
         bash "${SCRIPTPATH}/build_rocm.sh"
         ;;
-    cpu | cpu-cxx11-abi | cpu-s390x)
+    cpu | cpu-cxx11-abi | cpu-s390x | xpu)
         bash "${SCRIPTPATH}/build_cpu.sh"
         ;;
     *)
diff --git a/manywheel/build_all_docker.sh b/manywheel/build_all_docker.sh
index 3e1059491..bb7f95ed8 100644
--- a/manywheel/build_all_docker.sh
+++ b/manywheel/build_all_docker.sh
@@ -22,3 +22,5 @@ for rocm_version in 6.0 6.1; do
     GPU_ARCH_TYPE=rocm GPU_ARCH_VERSION="${rocm_version}" "${TOPDIR}/manywheel/build_docker.sh"
     MANYLINUX_VERSION=2014 GPU_ARCH_TYPE=rocm GPU_ARCH_VERSION="${rocm_version}" "${TOPDIR}/manywheel/build_docker.sh"
 done
+
+GPU_ARCH_TYPE=xpu "${TOPDIR}/manywheel/build_docker.sh"
diff --git a/manywheel/build_cpu.sh b/manywheel/build_cpu.sh
index 9d982bd30..3bb2affea 100755
--- a/manywheel/build_cpu.sh
+++ b/manywheel/build_cpu.sh
@@ -2,6 +2,8 @@
 
 set -ex
 
+GPU_ARCH_TYPE=${GPU_ARCH_TYPE:-cpu}
+
 export TH_BINARY_BUILD=1
 export USE_CUDA=0
 
@@ -15,13 +17,19 @@ if [[ -z "$EXTRA_CAFFE2_CMAKE_FLAGS" ]]; then
     EXTRA_CAFFE2_CMAKE_FLAGS=()
 fi
 
-WHEELHOUSE_DIR="wheelhousecpu"
-LIBTORCH_HOUSE_DIR="libtorch_housecpu"
+DIR_SUFFIX=cpu
+if [[ "$GPU_ARCH_TYPE" == "xpu" ]]; then
+    DIR_SUFFIX=xpu
+    source /opt/intel/oneapi/pytorch-gpu-dev-0.5/oneapi-vars.sh
+fi
+
+WHEELHOUSE_DIR="wheelhouse$DIR_SUFFIX"
+LIBTORCH_HOUSE_DIR="libtorch_house$DIR_SUFFIX"
 if [[ -z "$PYTORCH_FINAL_PACKAGE_DIR" ]]; then
     if [[ -z "$BUILD_PYTHONLESS" ]]; then
-        PYTORCH_FINAL_PACKAGE_DIR="/remote/wheelhousecpu"
+        PYTORCH_FINAL_PACKAGE_DIR="/remote/wheelhouse$DIR_SUFFIX"
     else
-        PYTORCH_FINAL_PACKAGE_DIR="/remote/libtorch_housecpu"
+        PYTORCH_FINAL_PACKAGE_DIR="/remote/libtorch_house$DIR_SUFFIX"
     fi
 fi
 mkdir -p "$PYTORCH_FINAL_PACKAGE_DIR" || true
diff --git a/manywheel/build_docker.sh b/manywheel/build_docker.sh
index 58d74e578..1e7f9ab1b 100755
--- a/manywheel/build_docker.sh
+++ b/manywheel/build_docker.sh
@@ -93,6 +93,13 @@ case ${GPU_ARCH_TYPE} in
         fi
         DOCKER_GPU_BUILD_ARG="--build-arg ROCM_VERSION=${GPU_ARCH_VERSION} --build-arg PYTORCH_ROCM_ARCH=${PYTORCH_ROCM_ARCH} --build-arg DEVTOOLSET_VERSION=9"
         ;;
+    xpu)
+        TARGET=xpu_final
+        DOCKER_TAG=xpu
+        GPU_IMAGE=amd64/almalinux:8
+        DOCKER_GPU_BUILD_ARG=" --build-arg DEVTOOLSET_VERSION=11"
+        MANY_LINUX_VERSION="2_28"
+        ;;
     *)
         echo "ERROR: Unrecognized GPU_ARCH_TYPE: ${GPU_ARCH_TYPE}"
         exit 1