kubeflow-kserve-huggingfaceserver

Pull the image from the command line:

docker pull packages.speedcloud.co.in/public/kubeflow-kserve-huggingfaceserver:v0.15.2-gpu

Digest

sha256:6bc7310a7829f311b766ef557f018cbdad306a6b448da88db75ee6e5c7f43169

For more information on the Container registry, see the documentation.

Digest	OS / Arch	Size
e70a314fa4	linux/amd64	5.5 GiB

ARG RELEASE

ARG LAUNCHPAD_BUILD_ARCH

LABEL org.opencontainers.image.ref.name=ubuntu

LABEL org.opencontainers.image.version=22.04

ADD file:3bd10da0673e2e72cb06a1f64a9df49a36341df39b0f762e3d1b38ee4de296fa in /

CMD ["/bin/bash"]

ENV NVARCH=x86_64

ENV NVIDIA_REQUIRE_CUDA=cuda>=12.4 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=geforce,driver>=470,driver<471 brand=geforcertx,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=titan,driver>=470,driver<471 brand=titanrtx,driver>=470,driver<471 brand=tesla,driver>=525,driver<526 brand=unknown,driver>=525,driver<526 brand=nvidia,driver>=525,driver<526 brand=nvidiartx,driver>=525,driver<526 brand=geforce,driver>=525,driver<526 brand=geforcertx,driver>=525,driver<526 brand=quadro,driver>=525,driver<526 brand=quadrortx,driver>=525,driver<526 brand=titan,driver>=525,driver<526 brand=titanrtx,driver>=525,driver<526 brand=tesla,driver>=535,driver<536 brand=unknown,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=geforce,driver>=535,driver<536 brand=geforcertx,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=titan,driver>=535,driver<536 brand=titanrtx,driver>=535,driver<536

ENV NV_CUDA_CUDART_VERSION=12.4.127-1

ENV NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-4

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends gnupg2 curl ca-certificates && curl -fsSLO https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/${NVARCH}/cuda-keyring_1.1-1_all.deb && dpkg -i cuda-keyring_1.1-1_all.deb && apt-get purge --autoremove -y curl && rm -rf /var/lib/apt/lists/* # buildkit

ENV CUDA_VERSION=12.4.1

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-cudart-12-4=${NV_CUDA_CUDART_VERSION} ${NV_CUDA_COMPAT_PACKAGE} && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /bin/sh -c echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf && echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf # buildkit

ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64

COPY NGC-DL-CONTAINER-LICENSE / # buildkit

ENV NVIDIA_VISIBLE_DEVICES=all

ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility

ENV NV_CUDA_LIB_VERSION=12.4.1-1

ENV NV_NVTX_VERSION=12.4.127-1

ENV NV_LIBNPP_VERSION=12.2.5.30-1

ENV NV_LIBNPP_PACKAGE=libnpp-12-4=12.2.5.30-1

ENV NV_LIBCUSPARSE_VERSION=12.3.1.170-1

ENV NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-4

ENV NV_LIBCUBLAS_VERSION=12.4.5.8-1

ENV NV_LIBCUBLAS_PACKAGE=libcublas-12-4=12.4.5.8-1

ENV NV_LIBNCCL_PACKAGE_NAME=libnccl2

ENV NV_LIBNCCL_PACKAGE_VERSION=2.21.5-1

ENV NCCL_VERSION=2.21.5-1

ENV NV_LIBNCCL_PACKAGE=libnccl2=2.21.5-1+cuda12.4

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-libraries-12-4=${NV_CUDA_LIB_VERSION} ${NV_LIBNPP_PACKAGE} cuda-nvtx-12-4=${NV_NVTX_VERSION} libcusparse-12-4=${NV_LIBCUSPARSE_VERSION} ${NV_LIBCUBLAS_PACKAGE} ${NV_LIBNCCL_PACKAGE} && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-mark hold ${NV_LIBCUBLAS_PACKAGE_NAME} ${NV_LIBNCCL_PACKAGE_NAME} # buildkit

COPY entrypoint.d/ /opt/nvidia/entrypoint.d/ # buildkit

COPY nvidia_entrypoint.sh /opt/nvidia/ # buildkit

ENV NVIDIA_PRODUCT_NAME=CUDA

ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]

ARG WORKSPACE_DIR=/kserve-workspace

ARG CUDA_VERSION=12.4.1

ARG PYTHON_VERSION=3.12

ENV DEBIAN_FRONTEND=noninteractive

WORKDIR /kserve-workspace

RUN |3 WORKSPACE_DIR=/kserve-workspace CUDA_VERSION=12.4.1 PYTHON_VERSION=3.12 /bin/sh -c apt-get update -y && apt-get upgrade -y && apt-get install -y software-properties-common curl && apt-get install -y ffmpeg libsm6 libxext6 libgl1 gcc libibverbs-dev && add-apt-repository ppa:deadsnakes/ppa && apt-get update -y && apt-get install -y python${PYTHON_VERSION} python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-venv && update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 1 && update-alternatives --set python3 /usr/bin/python${PYTHON_VERSION} && ln -sf /usr/bin/python${PYTHON_VERSION}-config /usr/bin/python3-config && curl -sS https://bootstrap.pypa.io/get-pip.py | python${PYTHON_VERSION} && python3 --version && python3 -m pip --version && apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

ARG VENV_PATH=prod_venv

ENV VIRTUAL_ENV=/kserve-workspace/prod_venv

ENV PATH=/kserve-workspace/prod_venv/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

RUN |4 WORKSPACE_DIR=/kserve-workspace CUDA_VERSION=12.4.1 PYTHON_VERSION=3.12 VENV_PATH=prod_venv /bin/sh -c useradd kserve -m -u 1000 -d /home/kserve # buildkit

COPY --chown=kserve:kserve /kserve-workspace/third_party third_party # buildkit

COPY --chown=kserve:kserve /kserve-workspace/prod_venv prod_venv # buildkit

COPY /kserve-workspace/kserve kserve # buildkit

COPY /kserve-workspace/huggingfaceserver huggingfaceserver # buildkit

ENV HF_HOME=/tmp/huggingface

ENV SAFETENSORS_FAST_GPU=1

ENV HF_HUB_DISABLE_TELEMETRY=1

ENV VLLM_NCCL_SO_PATH=/lib/x86_64-linux-gnu/libnccl.so.2

ENV VLLM_WORKER_MULTIPROC_METHOD=spawn

USER 1000

ENTRYPOINT ["python3" "-m" "huggingfaceserver"]

Key	Value
maintainer	NVIDIA CORPORATION <cudatools@nvidia.com>
org.opencontainers.image.ref.name	ubuntu
org.opencontainers.image.version	22.04

kubeflow-kserve-huggingfaceserver (v0.15.2-gpu)

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