FROM nvidia/cuda:12.8.1-cudnn-devel-ubuntu22.04 ARG DEBIAN_FRONTEND=noninteractive ENV TZ=Asia/Shanghai ENV arch=x86_64 COPY docker/scripts/modelscope_env_init.sh /usr/local/bin/ms_env_init.sh RUN apt-get update && \ apt-get install -y libsox-dev unzip libaio-dev zip iputils-ping telnet sudo git net-tools zstd libzstd-dev && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* ENV TZ=Asia/Shanghai ENV arch=x86_64 SHELL ["/bin/bash", "-c"] COPY docker/rcfiles /tmp/resources RUN apt-get update && apt-get upgrade -y && apt-get install -y --reinstall ca-certificates && \ apt-get install -y make apt-utils openssh-server locales wget git strace gdb sox libopenmpi-dev curl \ iputils-ping net-tools iproute2 autoconf automake gperf libre2-dev libssl-dev \ libtool libcurl4-openssl-dev libb64-dev libgoogle-perftools-dev patchelf \ rapidjson-dev scons software-properties-common pkg-config unzip zlib1g-dev \ libbz2-dev libreadline-dev libsqlite3-dev llvm libncurses5-dev libncursesw5-dev xz-utils tk-dev liblzma-dev \ libarchive-dev libxml2-dev libnuma-dev cmake \ libgeos-dev strace vim ffmpeg libsm6 tzdata language-pack-zh-hans \ ttf-wqy-microhei ttf-wqy-zenhei xfonts-wqy libxext6 build-essential ninja-build \ libjpeg-dev libpng-dev && \ wget https://packagecloud.io/github/git-lfs/packages/debian/bullseye/git-lfs_3.2.0_amd64.deb/download -O ./git-lfs_3.2.0_amd64.deb && \ dpkg -i ./git-lfs_3.2.0_amd64.deb && \ rm -f ./git-lfs_3.2.0_amd64.deb && \ locale-gen zh_CN && \ locale-gen zh_CN.utf8 && \ update-locale LANG=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 && \ ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \ dpkg-reconfigure --frontend noninteractive tzdata && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* ENV LANG=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8 RUN wget -O /tmp/boost.tar.gz https://archives.boost.io/release/1.80.0/source/boost_1_80_0.tar.gz && \ cd /tmp && tar xzf boost.tar.gz && \ mv /tmp/boost_1_80_0/boost /usr/include/boost && \ rm -rf /tmp/boost_1_80_0 && rm -rf boost.tar.gz #install and config python copy from https://github.com/docker-library/python/blob/1b7a1106674a21e699b155cbd53bf39387284cca/3.10/bookworm/Dockerfile ARG PYTHON_VERSION=3.11.11 ENV PATH /usr/local/bin:$PATH ENV GPG_KEY="A035C8C19219BA821ECEA86B64E628F8D684696D 7169605F62C751356D054A26A821E680E5FA6305" ENV PYTHON_VERSION 3.11.11 #install and config python copy from https://github.com/docker-library/python/blob/1b7a1106674a21e699b155cbd53bf39387284cca/3.10/bookworm/Dockerfile ARG PYTHON_VERSION=3.11.11 ENV PATH /usr/local/bin:$PATH ENV GPG_KEY="A035C8C19219BA821ECEA86B64E628F8D684696D 7169605F62C751356D054A26A821E680E5FA6305" ENV PYTHON_VERSION 3.11.11 RUN set -eux; \ \ wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; \ wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; \ GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; \ gpg --batch --keyserver hkp://keyserver.ubuntu.com --recv-keys $GPG_KEY; \ gpg --batch --verify python.tar.xz.asc python.tar.xz; \ gpgconf --kill all; \ rm -rf "$GNUPGHOME" python.tar.xz.asc; \ mkdir -p /usr/src/python; \ tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; \ rm python.tar.xz; \ \ cd /usr/src/python; \ gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; \ ./configure \ --build="$gnuArch" \ --enable-loadable-sqlite-extensions \ --enable-optimizations \ --enable-option-checking=fatal \ --enable-shared \ --with-lto \ --with-system-expat \ --without-ensurepip \ ; \ nproc="$(nproc)"; \ EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; \ LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; \ make -j "$nproc" \ "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" \ "LDFLAGS=${LDFLAGS:-}" \ "PROFILE_TASK=${PROFILE_TASK:-}" \ ; \ rm python; \ make -j "$nproc" \ "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" \ "LDFLAGS=${LDFLAGS:--Wl},-rpath='\$\$ORIGIN/../lib'" \ "PROFILE_TASK=${PROFILE_TASK:-}" \ python \ ; \ make install; \ \ bin="$(readlink -ve /usr/local/bin/python3)"; \ dir="$(dirname "$bin")"; \ mkdir -p "/usr/share/gdb/auto-load/$dir"; \ cp -vL Tools/gdb/libpython.py "/usr/share/gdb/auto-load/$bin-gdb.py"; \ \ cd /; \ rm -rf /usr/src/python; \ \ find /usr/local -depth \ \( \ \( -type d -a \( -name test -o -name tests -o -name idle_test \) \) \ -o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) \ \) -exec rm -rf '{}' + \ ; \ \ ldconfig; \ \ python3 --version # make some useful symlinks that are expected to exist ("/usr/local/bin/python" and friends) RUN set -eux; \ for src in idle3 pydoc3 python3 python3-config; do \ dst="$(echo "$src" | tr -d 3)"; \ [ -s "/usr/local/bin/$src" ]; \ [ ! -e "/usr/local/bin/$dst" ]; \ ln -svT "$src" "/usr/local/bin/$dst"; \ done # if this is called "PIP_VERSION", pip explodes with "ValueError: invalid truth value ''" # pip>=23.3 required for Python 3.12 (pkgutil.ImpImporter removed; older pip crashes on any install) ENV PYTHON_PIP_VERSION 24.3.1 # https://github.com/docker-library/python/issues/365 ENV PYTHON_SETUPTOOLS_VERSION 75.8.2 # https://github.com/pypa/get-pip ENV PYTHON_GET_PIP_URL https://github.com/pypa/get-pip/raw/dbf0c85f76fb6e1ab42aa672ffca6f0a675d9ee4/public/get-pip.py ENV PYTHON_GET_PIP_SHA256 dfe9fd5c28dc98b5ac17979a953ea550cec37ae1b47a5116007395bfacff2ab9 RUN set -eux; \ \ wget -O get-pip.py "$PYTHON_GET_PIP_URL"; \ echo "$PYTHON_GET_PIP_SHA256 *get-pip.py" | sha256sum -c -; \ \ export PYTHONDONTWRITEBYTECODE=1; \ \ python get-pip.py \ --disable-pip-version-check \ --no-cache-dir \ --no-compile \ "pip==$PYTHON_PIP_VERSION" \ "setuptools==$PYTHON_SETUPTOOLS_VERSION" \ ; \ rm -f get-pip.py; \ \ pip --version # end of install python RUN pip install --no-cache-dir -U icecream soundfile pybind11 py-spy COPY ./docker/install.sh /tmp/install.sh ARG INSTALL_MS_DEPS=True ARG IMAGE_TYPE=gpu # install dependencies COPY requirements /var/modelscope RUN pip uninstall ms-swift modelscope -y && pip --no-cache-dir install pip==23.* -U && \ if [ "$INSTALL_MS_DEPS" = "True" ]; then \ pip --no-cache-dir install omegaconf==2.0.6 && \ pip install 'editdistance==0.8.1' && \ pip install --no-cache-dir 'cython<=0.29.36' versioneer 'numpy<2.0' && \ pip install --no-cache-dir -r /var/modelscope/framework.txt && \ pip install --no-cache-dir -r /var/modelscope/audio.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \ pip install --no-cache-dir -r /var/modelscope/tests.txt && \ pip install --no-cache-dir -r /var/modelscope/server.txt && \ pip install --no-cache-dir https://modelscope.oss-cn-beijing.aliyuncs.com/packages/imageio_ffmpeg-0.4.9-py3-none-any.whl --no-dependencies --force && \ pip install --no-cache-dir 'scipy<1.13.0' && \ pip install --no-cache-dir typeguard==2.13.3 scikit-learn -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \ pip install --no-cache-dir decord>=0.6.0 mpi4py paint_ldm ipykernel fasttext -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \ pip install --no-cache-dir 'blobfile>=1.0.5' && \ pip uninstall MinDAEC -y && \ pip install https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/MinDAEC-0.0.2-py3-none-any.whl && \ pip cache purge; \ else \ pip install --no-cache-dir -r /var/modelscope/framework.txt && \ pip cache purge; \ fi ARG CUR_TIME=20260414175909 RUN echo $CUR_TIME RUN bash /tmp/install.sh 2.9.1 0.24.1 2.9.1 0.15.1 0.11.0 0.7.1 2.8.3 2.0.0 && \ pip install --no-cache-dir -U funasr scikit-learn && \ pip install --no-cache-dir -U qwen_vl_utils qwen_omni_utils librosa timm transformers accelerate peft trl safetensors && \ cd /tmp && GIT_LFS_SKIP_SMUDGE=1 git clone -b main --single-branch https://github.com/modelscope/ms-swift.git && \ cd ms-swift && pip install .[llm] && \ pip install .[eval] && pip install evalscope -U --no-dependencies && pip install ms-agent -U --no-dependencies && \ cd / && rm -fr /tmp/ms-swift && pip cache purge; \ cd /tmp && GIT_LFS_SKIP_SMUDGE=1 git clone -b master --single-branch https://github.com/modelscope/modelscope.git && \ cd modelscope && pip install . -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \ cd / && rm -fr /tmp/modelscope && pip cache purge; \ pip install --no-cache-dir torch==2.9.1 torchvision==0.24.1 torchaudio==2.9.1 && \ pip install --no-cache-dir transformers diffusers timm>=0.9.0 && pip cache purge; \ pip install --no-cache-dir omegaconf==2.3.0 && pip cache purge; \ pip config set global.index-url https://mirrors.aliyun.com/pypi/simple && \ pip config set install.trusted-host mirrors.aliyun.com && \ cp /tmp/resources/ubuntu2204.aliyun /etc/apt/sources.list RUN if [ "$IMAGE_TYPE" = "gpu" ]; then \ pip install --no-cache-dir math_verify "gradio<5.33" "deepspeed<0.18" ray -U && \ pip install --no-cache-dir liger_kernel wandb swanlab nvitop pre-commit "transformers" "trl<0.25" "peft<0.18" huggingface-hub -U && \ pip install --no-cache-dir --no-build-isolation transformer_engine[pytorch]; \ cd /tmp && GIT_LFS_SKIP_SMUDGE=1 git clone https://github.com/NVIDIA/apex && \ cd apex && pip install -v --disable-pip-version-check --no-cache-dir --no-build-isolation --config-settings "--build-option=--cpp_ext" --config-settings "--build-option=--cuda_ext" ./ && \ cd / && rm -fr /tmp/apex && pip cache purge; \ pip install --no-cache-dir "megatron-core==0.15.*"; \ pip uninstall autoawq -y; \ elif [ "$IMAGE_TYPE" = "cpu" ]; then \ pip install --no-cache-dir huggingface-hub transformers peft diffusers -U; \ else \ pip install "transformers<5.0" "tokenizers<0.22" "trl<0.23" "diffusers<0.35" --no-dependencies; \ fi # install nvm and set node version to 18 ENV NVM_DIR=/root/.nvm RUN curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash && \ . $NVM_DIR/nvm.sh && \ nvm install 22 && \ nvm use 22 RUN rm -f /etc/apt/sources.list.d/cuda-*.list && apt-get update ENV VLLM_USE_MODELSCOPE=True ENV LMDEPLOY_USE_MODELSCOPE=True ENV MODELSCOPE_CACHE=/mnt/workspace/.cache/modelscope/hub SHELL ["/bin/bash", "-c"]