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FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04 | |
# Configure environment | |
ENV DEBIAN_FRONTEND=noninteractive \ | |
PIP_PREFER_BINARY=1 \ | |
CUDA_HOME=/usr/local/cuda-12.1 \ | |
TORCH_CUDA_ARCH_LIST="8.6" | |
# Redirect shell | |
RUN rm /bin/sh && ln -s /bin/bash /bin/sh | |
# Install prereqs | |
RUN apt-get update && apt-get install -y --no-install-recommends \ | |
curl \ | |
git-lfs \ | |
ffmpeg \ | |
libgl1-mesa-dev \ | |
libglib2.0-0 \ | |
git \ | |
python3-dev \ | |
python3-pip \ | |
# Lunar Tools prereqs | |
libasound2-dev \ | |
libportaudio2 \ | |
&& apt clean && rm -rf /var/lib/apt/lists/* \ | |
&& ln -s /usr/bin/python3 /usr/bin/python | |
# Set symbolic links | |
RUN echo "export PATH=/usr/local/cuda/bin:$PATH" >> /etc/bash.bashrc \ | |
&& echo "export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH" >> /etc/bash. bashrc \ | |
&& echo "export CUDA_HOME=/usr/local/cuda-12.1" >> /etc/bash.bashrc | |
# Install Python packages: Basic, then CUDA-compatible, then custom | |
RUN pip3 install \ | |
wheel \ | |
ninja && \ | |
pip3 install \ | |
torch==2.1.0 \ | |
torchvision==0.16.0 \ | |
xformers>=0.0.22 \ | |
triton>=2.1.0 \ | |
--index-url https://download.pytorch.org/whl/cu121 && \ | |
pip3 install git+https://github.com/lunarring/latentblending \ | |
git+https://github.com/chengzeyi/stable-fast.git@main#egg=stable-fast | |
# Optionally store weights in image | |
# RUN mkdir -p /root/.cache/torch/hub/checkpoints/ && curl -o /root/.cache/torch/hub/checkpoints//alexnet-owt-7be5be79.pth https://download.pytorch.org/models/alexnet-owt-7be5be79.pth | |
# RUN git lfs install && git clone https://huggingface.co/stabilityai/sdxl-turbo /sdxl-turbo | |
# Clone base repo because why not | |
RUN git clone https://github.com/lunarring/latentblending.git | |