diff --git a/jax/training/0.10.0/Dockerfile.neuronx b/jax/training/0.10.0/Dockerfile.neuronx
new file mode 100644
index 0000000..9d6368e
--- /dev/null
+++ b/jax/training/0.10.0/Dockerfile.neuronx
@@ -0,0 +1,241 @@
+ARG BUILD_STAGE=prod
+
+FROM public.ecr.aws/docker/library/ubuntu:24.04 AS base
+
+LABEL dlc_major_version="1"
+LABEL maintainer="Amazon AI"
+
+# This arg required to stop docker build waiting for region configuration while installing tz data from ubuntu 24
+ARG DEBIAN_FRONTEND=noninteractive
+ARG PYTHON=python3.13
+ARG PYTHON_VERSION=3.13.13
+ARG PIP=pip3
+ARG OMPI_VERSION=4.1.5
+ARG PYPI_SIMPLE_URL="https://pypi.org/simple/"
+
+# Python won’t try to write .pyc or .pyo files on the import of source modules
+# Force stdin, stdout and stderr to be totally unbuffered. Good for logging
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+ENV PYTHONIOENCODING=UTF-8
+ENV LANG=C.UTF-8
+ENV LC_ALL=C.UTF-8
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/aws/neuron/lib"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/amazon/efa/lib"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/amazon/efa/lib64"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/amazon/openmpi/lib64"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib"
+ENV PATH="/opt/aws/neuron/bin:${PATH}"
+ENV PATH="${PATH}:/opt/amazon/efa/bin"
+
+RUN apt-get update \
+ && apt-get upgrade -y \
+ && apt-get install -y --no-install-recommends \
+    build-essential \
+    ca-certificates \
+    cmake \
+    curl \
+    git \
+    gnupg2 \
+    gpg-agent \
+    jq \
+    libglib2.0-0 \
+    libgl1-mesa-dri \
+    libsm6 \
+    libxext6 \
+    libxrender-dev \
+    libssl-dev \
+    libsqlite3-dev \
+    libgdbm-dev \
+    libc6-dev \
+    libbz2-dev \
+    libncurses-dev \
+    libffi-dev \
+    libcap-dev \
+    libhwloc-dev \
+    openjdk-8-jdk-headless \
+    openjdk-8-jdk \
+    openjdk-8-jre \
+    openjdk-11-jdk \
+    openssl \
+    software-properties-common \
+    tk-dev \
+    unzip \
+    wget \
+    zlib1g-dev \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+# Install Open MPI and configure SSH for MPI operator in k8s
+RUN mkdir -p /tmp/openmpi \
+ && cd /tmp/openmpi \
+ && wget --quiet https://download.open-mpi.org/release/open-mpi/v4.1/openmpi-${OMPI_VERSION}.tar.gz \
+ && tar zxf openmpi-${OMPI_VERSION}.tar.gz \
+ && cd openmpi-${OMPI_VERSION} \
+ && ./configure --enable-orterun-prefix-by-default \
+ && make -j $(nproc) all \
+ && make install \
+ && ldconfig \
+ && rm -rf /tmp/openmpi
+
+# Install packages and configure SSH for MPI operator in k8s
+RUN apt-get update \
+ && apt-get install -y openmpi-bin openssh-server \
+ && mkdir -p /var/run/sshd \
+ && echo "    UserKnownHostsFile /dev/null" >> /etc/ssh/ssh_config \
+ && echo "    StrictHostKeyChecking no" >> /etc/ssh/ssh_config \
+ && sed -i 's/#\(StrictModes \).*/\1no/g' /etc/ssh/sshd_config \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+# Install Python
+RUN wget -q https://www.python.org/ftp/python/$PYTHON_VERSION/Python-$PYTHON_VERSION.tgz \
+ && tar -xzf Python-$PYTHON_VERSION.tgz \
+ && cd Python-$PYTHON_VERSION \
+ && ./configure --enable-shared --prefix=/usr/local \
+ && make -j $(nproc) && make install \
+ && cd .. && rm -rf ../Python-$PYTHON_VERSION* \
+ && ln -s /usr/local/bin/pip3 /usr/bin/pip \
+ && ln -s /usr/local/bin/$PYTHON /usr/local/bin/python \
+ && ${PIP} --no-cache-dir install --upgrade \
+    pip \
+    requests \
+    setuptools \
+    uv \
+ && rm -rf ~/.cache/pip/*
+
+# Install AWS CLI
+RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" \
+ && unzip awscliv2.zip \
+ && ./aws/install \
+ && rm -rf awscliv2.zip aws
+
+# U24 will not allow installation of pip packages outside of venv without this flag
+# This is because U24 ships with Python 3.12 by default and installation into the Python
+# interpreter’s directory are disabled outside of a virtual environment. 
+# https://peps.python.org/pep-0668/
+RUN ${PIP} config set global.break-system-packages true
+
+# Install EFA
+RUN apt-get update \
+ && cd $HOME \
+ && curl -O https://efa-installer.amazonaws.com/aws-efa-installer-latest.tar.gz \
+ && wget https://efa-installer.amazonaws.com/aws-efa-installer.key && gpg --import aws-efa-installer.key \
+ && cat aws-efa-installer.key | gpg --fingerprint \
+ && wget https://efa-installer.amazonaws.com/aws-efa-installer-latest.tar.gz.sig && gpg --verify ./aws-efa-installer-latest.tar.gz.sig \
+ && tar -xf aws-efa-installer-latest.tar.gz \
+ && cd aws-efa-installer \
+ && ./efa_installer.sh -y -g --skip-kmod --skip-limit-conf --no-verify \
+ && cd $HOME \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+WORKDIR /
+
+# The ENV variables declared below are changed in the previous section
+# Grouping these ENV variables in the first section causes
+# ompi_info to fail. This is only observed in CPU containers
+ENV PATH="$PATH:/home/.openmpi/bin"
+ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/home/.openmpi/lib/"
+RUN ompi_info --parsable --all | grep mpi_built_with_cuda_support:value
+
+RUN mkdir -p /etc/pki/tls/certs && cp /etc/ssl/certs/ca-certificates.crt /etc/pki/tls/certs/ca-bundle.crt
+
+# Copy workaround script for incorrect hostname
+COPY changehostname.c /
+COPY --chmod=755 start_with_right_hostname.sh deep_learning_container.py /usr/local/bin/
+
+RUN HOME_DIR=/root \
+ && curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip \
+ && unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/ \
+ && 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} ${PYTHON} \
+ && rm -rf ${HOME_DIR}/oss_compliance* \
+ && rm -rf /tmp/tmp*
+
+# Setting up APT and PIP repo for neuron artifacts
+ARG NEURON_APT_REPO=apt.repos.neuron.amazonaws.com
+ARG NEURON_APT_REPO_KEY
+ARG NEURON_PIP_REPO=pip.repos.neuron.amazonaws.com
+ARG NEURON_PIP_REPO_KEY
+RUN mkdir -p /etc/apt/keyrings \
+ && APT_REPO_PREFIX=$([ -n "${NEURON_APT_REPO_KEY}" ] && echo "${NEURON_APT_REPO_KEY}@" || echo "") \
+ && echo "deb [signed-by=/etc/apt/keyrings/neuron.gpg] https://${APT_REPO_PREFIX}${NEURON_APT_REPO} jammy main" > /etc/apt/sources.list.d/neuron.list \
+ && curl $([ -n "${NEURON_APT_REPO_KEY}" ] && echo "-u ${NEURON_APT_REPO_KEY}") --retry 3 --retry-delay 1 --retry-all-errors -fSL "https://${NEURON_APT_REPO}/GPG-PUB-KEY-AMAZON-AWS-NEURON.PUB" | gpg --dearmor > /etc/apt/keyrings/neuron.gpg
+
+# Neuron SDK components version numbers
+ARG NEURONX_RUNTIME_LIB_VERSION=2.34.10.0-ac18d186d
+ARG NEURONX_COLLECTIVES_LIB_VERSION=2.34.10.0-74eaafac6
+ARG NEURONX_TOOLS_VERSION=2.32.28.0-526c2b7f6
+
+ARG NEURONX_CC_VERSION=2.27.5334.0+f702b353
+ARG NEURONX_JAX_TRAINING_VERSION=0.10.0.1.0.11459+1e1fc1db
+ARG NKI_VERSION=0.6.0+31049202112.g85070674
+ARG NEURON_AGENTIC_DEVELOPMENT_VERSION=1.3
+
+FROM base AS repo
+
+# Install Neuron components from the apt and pip repos (latest versions)
+RUN apt-get update \
+ && apt-get install -y \
+    aws-neuronx-tools \
+    aws-neuronx-collectives \
+    aws-neuronx-runtime-lib \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+RUN PIP_REPO_URL=$([ -n "${NEURON_PIP_REPO_KEY}" ] && echo "https://${NEURON_PIP_REPO_KEY}@${NEURON_PIP_REPO}" || echo "https://${NEURON_PIP_REPO}") \
+ && ${PIP} install --no-cache-dir --force-reinstall \
+   --index-url ${PIP_REPO_URL} \
+   --extra-index-url ${PYPI_SIMPLE_URL} \
+   --trusted-host ${NEURON_PIP_REPO} \
+   neuronx-cc \
+   jax-neuronx \
+   nki \
+   neuron_agentic_development \
+ && rm -rf ~/.cache/pip/*
+
+FROM base AS prod
+
+# Install Neuron components
+# Install Neuron Driver, Runtime and Tools
+RUN apt-get update \
+ && apt-get install -y \
+    aws-neuronx-tools=$NEURONX_TOOLS_VERSION \
+    aws-neuronx-collectives=$NEURONX_COLLECTIVES_LIB_VERSION \
+    aws-neuronx-runtime-lib=$NEURONX_RUNTIME_LIB_VERSION \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+# Install JAX & Neuron CC
+RUN PIP_REPO_URL=$([ -n "${NEURON_PIP_REPO_KEY}" ] && echo "https://${NEURON_PIP_REPO_KEY}@${NEURON_PIP_REPO}" || echo "https://${NEURON_PIP_REPO}") \
+ && ${PIP} install --no-cache-dir --force-reinstall \
+   --index-url ${PIP_REPO_URL} \
+   --trusted-host ${NEURON_PIP_REPO} \
+   --extra-index-url ${PYPI_SIMPLE_URL} \
+   neuronx-cc==$NEURONX_CC_VERSION \
+   jax-neuronx==$NEURONX_JAX_TRAINING_VERSION \
+   nki==$NKI_VERSION \
+   neuron_agentic_development==$NEURON_AGENTIC_DEVELOPMENT_VERSION \
+ && rm -rf ~/.cache/pip/*
+
+FROM ${BUILD_STAGE} AS final
+
+# Upgrade OS packages to latest versions
+RUN apt-get update \
+ && apt-get upgrade -y \
+ && rm -rf /var/lib/apt/lists/* \
+ && apt-get clean
+
+# Starts framework
+ENTRYPOINT ["bash", "-m", "start_with_right_hostname.sh"]
+CMD ["/bin/bash"]
+
+HEALTHCHECK CMD curl --fail http://localhost:8080/ping || exit 1
diff --git a/vllm/inference/0.24.0.1.1.0/Dockerfile.neuronx b/vllm/inference/0.24.0.1.1.0/Dockerfile.neuronx
new file mode 100644
index 0000000..78ad805
--- /dev/null
+++ b/vllm/inference/0.24.0.1.1.0/Dockerfile.neuronx
@@ -0,0 +1,258 @@
+ARG BUILD_STAGE=prod
+
+FROM public.ecr.aws/docker/library/ubuntu:24.04 AS base
+
+LABEL dlc_major_version="1"
+LABEL maintainer="Amazon AI"
+
+ARG DEBIAN_FRONTEND=noninteractive
+ARG PIP=pip3
+ARG PYTHON=python3.13
+ARG PYTHON_VERSION=3.13.13
+ARG TORCHSERVE_VERSION=0.11.0
+ARG PYPI_SIMPLE_URL="https://pypi.org/simple/"
+
+
+# See http://bugs.python.org/issue19846
+ENV LANG=C.UTF-8
+ENV LD_LIBRARY_PATH="/opt/aws/neuron/lib"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/amazon/efa/lib"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/amazon/efa/lib64"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/lib/x86_64-linux-gnu"
+ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/conda/lib/"
+ENV PATH=/opt/conda/bin:/opt/aws/neuron/bin:$PATH
+ENV PATH="${PATH}:/opt/amazon/efa/bin"
+
+RUN apt-get update \
+ && apt-get upgrade -y \
+ && apt-get install -y --no-install-recommends \
+    apt-transport-https \
+    build-essential \
+    ca-certificates \
+    cmake \
+    curl \
+    ffmpeg \
+    gcc \
+    git \
+    gnupg2 \
+    gpg-agent \
+    jq \
+    libgl1 \
+    libgl1-mesa-dri \
+    libglib2.0-0 \
+    libsm6 \
+    libxext6 \
+    libxrender-dev \
+    libcap-dev \
+    libhwloc-dev \
+    openssh-client \
+    openjdk-11-jdk \
+    unzip \
+    wget \
+    zlib1g-dev \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+
+# https://github.com/docker-library/openjdk/issues/261 https://github.com/docker-library/openjdk/pull/263/files
+RUN keytool -importkeystore -srckeystore /etc/ssl/certs/java/cacerts -destkeystore /etc/ssl/certs/java/cacerts.jks -deststoretype JKS -srcstorepass changeit -deststorepass changeit -noprompt; \
+    mv /etc/ssl/certs/java/cacerts.jks /etc/ssl/certs/java/cacerts; \
+    /var/lib/dpkg/info/ca-certificates-java.postinst configure;
+
+RUN curl -L -o ~/miniforge.sh https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh \
+ && chmod +x ~/miniforge.sh \
+ && ~/miniforge.sh -b -p /opt/conda \
+ && rm ~/miniforge.sh \
+ && /opt/conda/bin/mamba install -c conda-forge -y \
+    python=$PYTHON_VERSION \
+    pyopenssl \
+    cython \
+    mkl-include \
+    mkl \
+    parso \
+    # Below 2 are included in miniconda base, but not mamba so need to install
+    conda-content-trust \
+    charset-normalizer \
+ && /opt/conda/bin/conda clean -ya
+
+RUN /opt/conda/bin/mamba install -c conda-forge \
+    python=$PYTHON_VERSION \
+    scikit-learn \
+    h5py \
+    requests \
+ && conda clean -ya \
+ && pip install --upgrade pip \
+    --trusted-host pypi.org --trusted-host files.pythonhosted.org \
+ && ln -s /opt/conda/bin/pip /usr/local/bin/pip3 \
+ && pip install \
+    enum-compat \
+    ipython \
+ && rm -rf ~/.cache/pip/*
+
+# Install EFA
+RUN apt-get update \
+ && cd $HOME \
+ && curl -O https://efa-installer.amazonaws.com/aws-efa-installer-latest.tar.gz \
+ && wget https://efa-installer.amazonaws.com/aws-efa-installer.key && gpg --import aws-efa-installer.key \
+ && cat aws-efa-installer.key | gpg --fingerprint \
+ && wget https://efa-installer.amazonaws.com/aws-efa-installer-latest.tar.gz.sig && gpg --verify ./aws-efa-installer-latest.tar.gz.sig \
+ && tar -xf aws-efa-installer-latest.tar.gz \
+ && cd aws-efa-installer \
+ && ./efa_installer.sh -y -g --skip-kmod --skip-limit-conf --no-verify \
+ && cd $HOME \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+# Stub libcuda.so.1 so the NIXL LIBFABRIC backend can dlopen on Neuron (no CUDA driver present).
+# The plugin references three CUDA *driver* entrypoints only for an optional GPUDirect path that
+# is never exercised on Neuron; defining them as no-ops satisfies RTLD_NOW without a real driver.
+RUN printf '%s\n' \
+      'int cuCtxSetCurrent(void* c){return 999;}' \
+      'int cuDeviceGetPCIBusId(char* s, int n, int d){return 999;}' \
+      'int cuPointerGetAttributes(void* a, void* b, unsigned long long p){return 999;}' \
+      > /tmp/cuda_stub.c \
+ && gcc -shared -fPIC -Wl,-soname,libcuda.so.1 -o /usr/local/lib/libcuda.so.1 /tmp/cuda_stub.c \
+ && rm -f /tmp/cuda_stub.c \
+ && ldconfig
+
+COPY --chmod=755 vllm_entrypoint.py neuron-monitor.sh deep_learning_container.py /usr/local/bin/
+
+### Mount Point ###
+# When launching the container, mount the code directory to /workspace
+ARG APP_MOUNT=/workspace
+VOLUME ${APP_MOUNT}
+WORKDIR ${APP_MOUNT}/vllm
+
+# Install AWS CLI
+RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" \
+ && unzip awscliv2.zip \
+ && ./aws/install \
+ && rm -rf awscliv2.zip aws
+
+RUN ${PIP} install --no-cache-dir -U \
+    "opencv-python" \
+    "pandas" \
+    "boto3" \
+    "cryptography" \
+    "pytest" \
+    "wheel" \
+    "jinja2" \
+    uv \
+    torchserve==${TORCHSERVE_VERSION} \
+    torch-model-archiver==${TORCHSERVE_VERSION} \
+ && rm -rf ~/.cache/pip/*
+
+RUN useradd -m model-server \
+ && mkdir -p /home/model-server/tmp /opt/ml/model \
+ && chown -R model-server /home/model-server /opt/ml/model
+COPY config.properties /home/model-server
+
+# Compliance 
+RUN HOME_DIR=/root \
+ && curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip \
+ && unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/ \
+ && 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} ${PYTHON} \
+ && rm -rf ${HOME_DIR}/oss_compliance* \
+ # conda leaves an empty /root/.cache/conda/notices.cache file which is not removed by conda clean -ya
+ && rm -rf ${HOME_DIR}/.cache/conda
+
+# Setting up APT and PIP repo for neuron artifacts
+ARG NEURON_APT_REPO=apt.repos.neuron.amazonaws.com
+ARG NEURON_APT_REPO_KEY
+ARG NEURON_PIP_REPO=pip.repos.neuron.amazonaws.com
+ARG NEURON_PIP_REPO_KEY
+RUN mkdir -p /etc/apt/keyrings \
+ && APT_REPO_PREFIX=$([ -n "${NEURON_APT_REPO_KEY}" ] && echo "${NEURON_APT_REPO_KEY}@" || echo "") \
+ && echo "deb [signed-by=/etc/apt/keyrings/neuron.gpg] https://${APT_REPO_PREFIX}${NEURON_APT_REPO} jammy main" > /etc/apt/sources.list.d/neuron.list \
+ && curl $([ -n "${NEURON_APT_REPO_KEY}" ] && echo "-u ${NEURON_APT_REPO_KEY}") --retry 3 --retry-delay 1 --retry-all-errors -fSL "https://${NEURON_APT_REPO}/GPG-PUB-KEY-AMAZON-AWS-NEURON.PUB" | gpg --dearmor > /etc/apt/keyrings/neuron.gpg
+
+# Neuron SDK components version numbers
+ARG NEURONX_COLLECTIVES_LIB_VERSION=2.34.10.0-74eaafac6
+ARG NEURONX_RUNTIME_LIB_VERSION=2.34.10.0-ac18d186d
+ARG NEURONX_TOOLS_VERSION=2.32.28.0-526c2b7f6
+
+ARG NEURONX_CC_VERSION=2.27.5334.0+f702b353
+ARG NKI_VERSION=0.6.0+31049202112.g85070674
+ARG NEURON_AGENTIC_DEVELOPMENT_VERSION=1.3
+ARG LIBTORCH_NEURONX_LITE_VERSION=2.11.0.1.0.1284+f49d8626
+
+# GitHub repository and branch
+ARG GITHUB_REPO=https://github.com/vllm-project/vllm-neuron.git
+ARG GITHUB_REPO_BRANCH=release-0.24.0.1.1.0
+
+# Configure SSH access
+RUN mkdir -p /root/.ssh \
+ && echo "StrictHostKeyChecking no" >> /root/.ssh/config \
+ && ssh-keyscan -t rsa github.com >> /root/.ssh/known_hosts
+
+# Clone vllm-neuronx repository
+RUN --mount=type=secret,id=containers_github_ssh_key,target=/root/.ssh/id_ed25519,mode=0600 \
+    git clone -b ${GITHUB_REPO_BRANCH} ${GITHUB_REPO} /opt/vllm
+
+FROM base AS repo
+
+
+# Install Neuron components from the apt and pip repos (latest versions)
+RUN apt-get update \
+ && apt-get install -y \
+   aws-neuronx-tools \
+   aws-neuronx-collectives \
+   aws-neuronx-runtime-lib \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+RUN PIP_REPO_URL=$([ -n "${NEURON_PIP_REPO_KEY}" ] && echo "https://${NEURON_PIP_REPO_KEY}@${NEURON_PIP_REPO}" || echo "https://${NEURON_PIP_REPO}") \
+ && ${PIP} install --no-cache-dir \
+   --index-url ${PIP_REPO_URL} \
+   --trusted-host ${NEURON_PIP_REPO} \
+   --extra-index-url ${PYPI_SIMPLE_URL} \
+   neuronx-cc \
+   nki \
+   neuron_agentic_development \
+   libtorch-neuronx-lite \
+   /opt/vllm \
+ && rm -rf ~/.cache/pip/*
+
+FROM base AS prod
+
+# Install Neuron components with specific versions
+RUN apt-get update \
+ && apt-get install -y \
+   aws-neuronx-tools=$NEURONX_TOOLS_VERSION \
+   aws-neuronx-collectives=$NEURONX_COLLECTIVES_LIB_VERSION \
+   aws-neuronx-runtime-lib=$NEURONX_RUNTIME_LIB_VERSION \
+ && rm -rf /var/lib/apt/lists/* \
+ && rm -rf /tmp/tmp* \
+ && apt-get clean
+
+RUN PIP_REPO_URL=$([ -n "${NEURON_PIP_REPO_KEY}" ] && echo "https://${NEURON_PIP_REPO_KEY}@${NEURON_PIP_REPO}" || echo "https://${NEURON_PIP_REPO}") \
+ && ${PIP} install --no-cache-dir \
+   --index-url ${PIP_REPO_URL} \
+   --trusted-host ${NEURON_PIP_REPO} \
+   --extra-index-url ${PYPI_SIMPLE_URL} \
+   neuronx-cc==$NEURONX_CC_VERSION \
+   nki==$NKI_VERSION \
+   neuron_agentic_development==$NEURON_AGENTIC_DEVELOPMENT_VERSION \
+   libtorch-neuronx-lite==$LIBTORCH_NEURONX_LITE_VERSION \
+   /opt/vllm \
+ && rm -rf ~/.cache/pip/*
+
+FROM ${BUILD_STAGE} AS final
+
+# Upgrade OS packages to latest versions
+RUN apt-get update \
+ && apt-get upgrade -y \
+ && rm -rf /var/lib/apt/lists/* \
+ && apt-get clean
+
+EXPOSE 8080 8081
+
+ENTRYPOINT ["python", "/usr/local/bin/vllm_entrypoint.py"]
+CMD ["/bin/bash"]
+HEALTHCHECK CMD curl --fail http://localhost:8080/ping || exit 1