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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
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