diff --git a/vllm/buildspec-cpu-sm.yml b/vllm/buildspec-cpu-sm.yml
new file mode 100644
index 000000000000..59a15887d89c
--- /dev/null
+++ b/vllm/buildspec-cpu-sm.yml
@@ -0,0 +1,48 @@
+account_id: &ACCOUNT_ID <set-$ACCOUNT_ID-in-environment>
+prod_account_id: &PROD_ACCOUNT_ID 763104351884
+region: &REGION <set-$REGION-in-environment>
+framework: &FRAMEWORK vllm
+version: &VERSION "0.15.1"
+short_version: &SHORT_VERSION "0.15"
+arch_type: &ARCH_TYPE x86_64
+autopatch_build: "False"
+
+repository_info:
+  build_repository: &BUILD_REPOSITORY
+    image_type: &IMAGE_TYPE cpu
+    root: .
+    repository_name: &REPOSITORY_NAME !join [ pr, "-", *FRAMEWORK ]
+    repository: &REPOSITORY !join [ *ACCOUNT_ID, .dkr.ecr., *REGION, .amazonaws.com/, *REPOSITORY_NAME ]
+    release_repository_name: &RELEASE_REPOSITORY_NAME !join [ *FRAMEWORK ]
+    release_repository: &RELEASE_REPOSITORY !join [ *PROD_ACCOUNT_ID, .dkr.ecr., *REGION, .amazonaws.com/, *RELEASE_REPOSITORY_NAME ]
+
+context:
+  build_context: &BUILD_CONTEXT
+    deep_learning_container:
+      source: src/deep_learning_container.py
+      target: deep_learning_container.py
+    sagemaker_entrypoint:
+      source: vllm/build_artifacts/sagemaker_entrypoint.sh
+      target: sagemaker_entrypoint.sh
+
+images:
+  BuildVLLMCPUSageMakerPy312:
+    <<: *BUILD_REPOSITORY
+    context:
+      <<: *BUILD_CONTEXT
+    image_size_baseline: 5000
+    device_type: &DEVICE_TYPE cpu
+    python_version: &DOCKER_PYTHON_VERSION py3
+    tag_python_version: &TAG_PYTHON_VERSION py312
+    os_version: &OS_VERSION ubuntu22.04
+    tag: !join [ *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *OS_VERSION, "-sagemaker" ]
+    latest_release_tag: !join [ *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *OS_VERSION, "-sagemaker" ]
+    docker_file: !join [ *FRAMEWORK, /, *ARCH_TYPE, /, *DEVICE_TYPE, /Dockerfile.cpu ]
+    target: vllm-cpu-sagemaker
+    build: true
+    enable_common_stage_build: false
+    test_configs:
+      test_platforms:
+        - sanity
+        - security
+        - sagemaker
diff --git a/vllm/x86_64/cpu/Dockerfile.cpu b/vllm/x86_64/cpu/Dockerfile.cpu
new file mode 100644
index 000000000000..513bef9e0297
--- /dev/null
+++ b/vllm/x86_64/cpu/Dockerfile.cpu
@@ -0,0 +1,147 @@
+FROM ubuntu:22.04 AS base
+ARG PYTHON_VERSION=3.12
+ARG VLLM_VERSION=0.15.1
+ARG PIP_EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu"
+LABEL maintainer="Amazon AI"
+LABEL dlc_major_version="1"
+
+ENV DEBIAN_FRONTEND=noninteractive \
+    LANG=C.UTF-8 \
+    LC_ALL=C.UTF-8 \
+    DLC_CONTAINER_TYPE=base \
+    PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1 \
+    PYTHONIOENCODING=UTF-8 \
+    VLLM_TARGET_DEVICE=cpu
+
+WORKDIR /workspace
+
+# Install system dependencies and uv
+RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
+    --mount=type=cache,target=/var/lib/apt,sharing=locked \
+    apt-get update -y && \
+    apt-get install -y --no-install-recommends \
+    sudo \
+    ccache \
+    git \
+    curl \
+    wget \
+    ca-certificates \
+    gcc-12 \
+    g++-12 \
+    libtcmalloc-minimal4 \
+    libnuma-dev \
+    ffmpeg \
+    libsm6 \
+    libxext6 \
+    libgl1 \
+    jq \
+    lsof && \
+    update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 10 \
+        --slave /usr/bin/g++ g++ /usr/bin/g++-12 && \
+    curl -LsSf https://astral.sh/uv/install.sh | sh
+
+# Set compiler environment
+ENV CC=/usr/bin/gcc-12 CXX=/usr/bin/g++-12
+ENV CCACHE_DIR=/root/.cache/ccache
+ENV CMAKE_CXX_COMPILER_LAUNCHER=ccache
+
+# Setup uv and virtual environment
+ENV PATH="/root/.local/bin:$PATH"
+ENV VIRTUAL_ENV="/opt/venv"
+ENV UV_PYTHON_INSTALL_DIR=/opt/uv/python
+RUN uv venv --python ${PYTHON_VERSION} --seed ${VIRTUAL_ENV}
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+
+# Force CPU wheels for PyTorch
+ENV PIP_EXTRA_INDEX_URL=${PIP_EXTRA_INDEX_URL}
+ENV UV_EXTRA_INDEX_URL=${PIP_EXTRA_INDEX_URL}
+ENV UV_INDEX_STRATEGY="unsafe-best-match"
+ENV UV_LINK_MODE="copy"
+ENV UV_HTTP_TIMEOUT=500
+
+# Memory allocator + Intel OpenMP for x86_64 performance
+ENV LD_PRELOAD="/usr/lib/x86_64-linux-gnu/libtcmalloc_minimal.so.4:/opt/venv/lib/libiomp5.so"
+
+RUN echo 'ulimit -c 0' >> ~/.bashrc
+
+# ====================== vllm-build =========================================
+FROM base AS vllm-build
+
+ARG VLLM_VERSION
+ARG max_jobs=32
+ENV MAX_JOBS=${max_jobs}
+
+WORKDIR /vllm-workspace
+
+# Clone vLLM and install build + runtime dependencies
+RUN git clone --depth 1 --branch v${VLLM_VERSION} https://github.com/vllm-project/vllm.git .
+
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv pip install --upgrade pip && \
+    uv pip install -r requirements/cpu-build.txt && \
+    uv pip install -r requirements/cpu.txt
+
+# Build vLLM wheel with CPU backend
+RUN --mount=type=cache,target=/root/.cache/uv \
+    --mount=type=cache,target=/root/.cache/ccache \
+    --mount=type=cache,target=/vllm-workspace/.deps,sharing=locked \
+    VLLM_TARGET_DEVICE=cpu python3 setup.py bdist_wheel --dist-dir=dist --py-limited-api=cp38
+
+# ====================== vllm-cpu (final base) =========================================
+FROM base AS vllm-cpu
+
+ARG VLLM_VERSION
+WORKDIR /
+
+# Install vLLM wheel and runtime dependencies
+RUN --mount=type=cache,target=/root/.cache/uv \
+    --mount=type=bind,from=vllm-build,src=/vllm-workspace/dist,target=/tmp/dist \
+    --mount=type=bind,from=vllm-build,src=/vllm-workspace/requirements,target=/tmp/requirements \
+    uv pip install --upgrade pip && \
+    uv pip install -r /tmp/requirements/cpu.txt && \
+    uv pip install /tmp/dist/*.whl
+
+COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py
+COPY bash_telemetry.sh /usr/local/bin/bash_telemetry.sh
+
+RUN chmod +x /usr/local/bin/deep_learning_container.py && \
+    chmod +x /usr/local/bin/bash_telemetry.sh && \
+    echo 'source /usr/local/bin/bash_telemetry.sh' >> /etc/bash.bashrc && \
+    HOME_DIR=/root && \
+    curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip && \
+    python3 -c "import zipfile, os; zipfile.ZipFile('/root/oss_compliance.zip').extractall('/root/'); os.remove('/root/oss_compliance.zip')" && \
+    cp ${HOME_DIR}/oss_compliance/test/testOSSCompliance /usr/local/bin/testOSSCompliance && \
+    chmod +x /usr/local/bin/testOSSCompliance && \
+    chmod +x ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh && \
+    ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh ${HOME_DIR} python3 && \
+    rm -rf ${HOME_DIR}/oss_compliance* && \
+    rm -rf /tmp/tmp* && \
+    rm -rf /root/.cache || true
+
+# Verify vLLM installation
+RUN python3 -c "import vllm; print(f'vLLM version: {vllm.__version__}')"
+
+# ====================== ec2 =========================================
+FROM vllm-cpu AS vllm-cpu-ec2
+
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get clean
+
+COPY dockerd_entrypoint.sh /usr/local/bin/dockerd_entrypoint.sh
+RUN chmod +x /usr/local/bin/dockerd_entrypoint.sh
+
+ENTRYPOINT ["/usr/local/bin/dockerd_entrypoint.sh"]
+
+# ====================== sagemaker =========================================
+FROM vllm-cpu AS vllm-cpu-sagemaker
+
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get clean
+
+COPY sagemaker_entrypoint.sh /usr/local/bin/sagemaker_entrypoint.sh
+RUN chmod +x /usr/local/bin/sagemaker_entrypoint.sh
+
+ENTRYPOINT ["/usr/local/bin/sagemaker_entrypoint.sh"]