10c16e1971
Fixes a problem with cross attention class missing from diffusers
models are now taken from the huggingFace cache.
50eb02f68b
59 lines
2.0 KiB
Docker
59 lines
2.0 KiB
Docker
FROM alpine:3.17 as xformers
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RUN apk add --no-cache aria2
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RUN aria2c -x 5 --dir / --out wheel.whl 'https://github.com/AbdBarho/stable-diffusion-webui-docker/releases/download/5.0.0/xformers-0.0.17.dev449-cp310-cp310-manylinux2014_x86_64.whl'
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FROM python:3.10-slim
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ENV DEBIAN_FRONTEND=noninteractive PIP_EXISTS_ACTION=w PIP_PREFER_BINARY=1
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RUN --mount=type=cache,target=/root/.cache/pip pip install torch==1.13.1+cu117 torchvision --extra-index-url https://download.pytorch.org/whl/cu117
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# patch match:
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# https://github.com/invoke-ai/InvokeAI/blob/main/docs/installation/INSTALL_PATCHMATCH.md
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RUN --mount=type=cache,target=/var/cache/apt \
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apt-get update && \
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apt-get install make g++ git libopencv-dev -y && \
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apt-get clean && \
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cd /usr/lib/x86_64-linux-gnu/pkgconfig/ && \
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ln -sf opencv4.pc opencv.pc
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ENV ROOT=/InvokeAI
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RUN git clone https://github.com/invoke-ai/InvokeAI.git ${ROOT}
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WORKDIR ${ROOT}
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RUN --mount=type=cache,target=/root/.cache/pip \
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git reset --hard 4463124bddd221c333d4c70e73aa2949ad35453d && \
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pip install .
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ARG BRANCH=main SHA=50eb02f68be912276a9c106d5e8038a5671a0386
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RUN --mount=type=cache,target=/root/.cache/pip \
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git fetch && \
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git reset --hard && \
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git checkout ${BRANCH} && \
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git reset --hard ${SHA} && \
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pip install -U .
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RUN --mount=type=cache,target=/root/.cache/pip \
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--mount=type=bind,from=xformers,source=/wheel.whl,target=/xformers-0.0.17-cp310-cp310-linux_x86_64.whl \
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pip install -U opencv-python-headless triton /xformers-0.0.17-cp310-cp310-linux_x86_64.whl && \
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python3 -c "from patchmatch import patch_match"
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COPY . /docker/
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ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
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ENV NVIDIA_VISIBLE_DEVICES=all
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ENV PYTHONUNBUFFERED=1 PRELOAD=false HF_HOME=/root/.cache/huggingface CONFIG_DIR=/data/config/invoke CLI_ARGS=""
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EXPOSE 7860
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ENTRYPOINT ["/docker/entrypoint.sh"]
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CMD invokeai --web --host 0.0.0.0 --port 7860 --root_dir ${ROOT} --config ${CONFIG_DIR}/models.yaml --outdir /output/invoke ${CLI_ARGS}
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# TODO: make sure the config is persisted between sessions
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