79 lines
4.1 KiB
Docker
79 lines
4.1 KiB
Docker
ARG CUDA_VERSION=12.5.1
|
|
|
|
FROM nvcr.io/nvidia/tritonserver:24.04-py3-min
|
|
|
|
ARG BUILD_TYPE=all
|
|
ENV DEBIAN_FRONTEND=noninteractive
|
|
|
|
RUN echo 'tzdata tzdata/Areas select America' | debconf-set-selections \
|
|
&& echo 'tzdata tzdata/Zones/America select Los_Angeles' | debconf-set-selections \
|
|
&& apt update -y \
|
|
&& apt install software-properties-common -y \
|
|
&& add-apt-repository ppa:deadsnakes/ppa -y && apt update \
|
|
&& apt install python3.10 python3.10-dev -y \
|
|
&& update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 \
|
|
&& update-alternatives --set python3 /usr/bin/python3.10 && apt install python3.10-distutils -y \
|
|
&& apt install curl git sudo libibverbs-dev -y \
|
|
&& apt install -y rdma-core infiniband-diags openssh-server perftest ibverbs-providers libibumad3 libibverbs1 libnl-3-200 libnl-route-3-200 librdmacm1 \
|
|
&& curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && python3 get-pip.py \
|
|
&& python3 --version \
|
|
&& python3 -m pip --version \
|
|
&& rm -rf /var/lib/apt/lists/* \
|
|
&& apt clean
|
|
|
|
# For openbmb/MiniCPM models
|
|
RUN pip3 install datamodel_code_generator
|
|
|
|
WORKDIR /sgl-workspace
|
|
|
|
ARG CUDA_VERSION
|
|
RUN python3 -m pip install --upgrade pip setuptools wheel html5lib six \
|
|
&& git clone --depth=1 https://github.com/sgl-project/sglang.git \
|
|
&& if [ "$CUDA_VERSION" = "12.1.1" ]; then \
|
|
python3 -m pip install torch --index-url https://download.pytorch.org/whl/cu121; \
|
|
elif [ "$CUDA_VERSION" = "12.4.1" ]; then \
|
|
python3 -m pip install torch --index-url https://download.pytorch.org/whl/cu124; \
|
|
elif [ "$CUDA_VERSION" = "12.5.1" ]; then \
|
|
python3 -m pip install torch --index-url https://download.pytorch.org/whl/cu124; \
|
|
elif [ "$CUDA_VERSION" = "11.8.0" ]; then \
|
|
python3 -m pip install torch --index-url https://download.pytorch.org/whl/cu118; \
|
|
python3 -m pip install sgl-kernel -i https://docs.sglang.ai/whl/cu118; \
|
|
else \
|
|
echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1; \
|
|
fi \
|
|
&& cd sglang \
|
|
&& if [ "$BUILD_TYPE" = "srt" ]; then \
|
|
if [ "$CUDA_VERSION" = "12.1.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[srt]" --find-links https://flashinfer.ai/whl/cu121/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "12.4.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[srt]" --find-links https://flashinfer.ai/whl/cu124/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "12.5.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[srt]" --find-links https://flashinfer.ai/whl/cu124/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "11.8.0" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[srt]" --find-links https://flashinfer.ai/whl/cu118/torch2.5/flashinfer-python; \
|
|
python3 -m pip install sgl-kernel -i https://docs.sglang.ai/whl/cu118; \
|
|
else \
|
|
echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1; \
|
|
fi; \
|
|
else \
|
|
if [ "$CUDA_VERSION" = "12.1.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[all]" --find-links https://flashinfer.ai/whl/cu121/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "12.4.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[all]" --find-links https://flashinfer.ai/whl/cu124/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "12.5.1" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[all]" --find-links https://flashinfer.ai/whl/cu124/torch2.5/flashinfer-python; \
|
|
elif [ "$CUDA_VERSION" = "11.8.0" ]; then \
|
|
python3 -m pip --no-cache-dir install -e "python[all]" --find-links https://flashinfer.ai/whl/cu118/torch2.5/flashinfer-python; \
|
|
python3 -m pip install sgl-kernel -i https://docs.sglang.ai/whl/cu118; \
|
|
else \
|
|
echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1; \
|
|
fi; \
|
|
fi
|
|
|
|
ENV DEBIAN_FRONTEND=interactive
|
|
|
|
COPY serve /usr/bin/serve
|
|
RUN chmod 777 /usr/bin/serve
|
|
|
|
ENTRYPOINT [ "/usr/bin/serve" ]
|