mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-25 12:39:25 +01:00
70 lines
4.5 KiB
Docker
70 lines
4.5 KiB
Docker
FROM {base_image}
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ARG DEBIAN_FRONTEND=noninteractive
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ENV TZ=Asia/Shanghai
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ENV arch=x86_64
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COPY docker/scripts/modelscope_env_init.sh /usr/local/bin/ms_env_init.sh
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RUN apt-get update && \
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apt-get install -y libsox-dev unzip libaio-dev zip iputils-ping telnet sudo git net-tools && \
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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{extra_content}
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COPY {meta_file} /tmp/install.sh
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ARG INSTALL_MS_DEPS={install_ms_deps}
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# install dependencies
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COPY requirements /var/modelscope
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RUN pip uninstall ms-swift modelscope -y && pip --no-cache-dir install pip==23.* -U && \
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pip install --no-cache-dir apex -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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if [ "$INSTALL_MS_DEPS" = "True" ]; then \
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pip --no-cache-dir install omegaconf==2.0.6 && \
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pip install --no-cache-dir 'cython<=0.29.36' versioneer 'numpy<2.0' -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir kwsbp==0.0.6 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/framework.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/audio.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/cv.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/multi-modal.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/nlp.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/science.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/tests.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir -r /var/modelscope/server.txt && \
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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 && \
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pip install --no-cache-dir 'scipy<1.13.0' && \
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pip install --no-cache-dir funtextprocessing typeguard==2.13.3 scikit-learn -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip install --no-cache-dir text2sql_lgesql==1.3.0 git+https://github.com/jin-s13/xtcocoapi.git@v1.14 git+https://github.com/gatagat/lap.git@v0.4.0 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --force --no-deps && \
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pip install --no-cache-dir mmcls>=0.21.0 mmdet>=2.25.0 decord>=0.6.0 mpi4py paint_ldm ipykernel fasttext -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip cache purge; \
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else \
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pip install --no-cache-dir -r /var/modelscope/framework.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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pip cache purge; \
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fi
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RUN echo "cache bust $(date +%Y%m%d%H%M%S)" && \
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sh /tmp/install.sh {version_args} && \
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curl -fsSL https://ollama.com/install.sh | sh && \
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pip install --no-cache-dir -U funasr scikit-learn && \
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pip install --no-cache-dir -U qwen_vl_utils pyav librosa timm transformers accelerate peft trl safetensors && \
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cd /tmp && GIT_LFS_SKIP_SMUDGE=1 git clone -b {modelscope_branch} --single-branch https://github.com/modelscope/modelscope.git && \
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cd modelscope && pip install . -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
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cd / && rm -fr /tmp/modelscope && pip cache purge; \
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cd /tmp && GIT_LFS_SKIP_SMUDGE=1 git clone -b {swift_branch} --single-branch https://github.com/modelscope/ms-swift.git && \
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cd ms-swift && pip install .[llm] && \
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pip install .[eval] && pip install evalscope -U --no-dependencies && pip install xtuner --no-dependencies && \
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cd / && rm -fr /tmp/ms-swift && pip cache purge; \
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pip install --no-cache-dir torch=={torch_version} torchvision=={torchvision_version} torchaudio=={torchaudio_version} {index_url} && \
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pip install --no-cache-dir transformers huggingface-hub==0.25.* -U && pip cache purge; \
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pip config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
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pip config set install.trusted-host mirrors.aliyun.com && \
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cp /tmp/resources/ubuntu2204.aliyun /etc/apt/sources.list
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ENV SETUPTOOLS_USE_DISTUTILS=stdlib
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ENV VLLM_USE_MODELSCOPE=True
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ENV LMDEPLOY_USE_MODELSCOPE=True
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ENV MODELSCOPE_CACHE=/mnt/workspace/.cache/modelscope
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SHELL ["/bin/bash", "-c"]
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