Live2Diff / Dockerfile
leoxing1996
support queue and update notification
63e4d9a
FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
ARG DEBIAN_FRONTEND=noninteractive
ENV PYTHONUNBUFFERED=1
ENV NODE_MAJOR=20
RUN apt-get update && apt-get install --no-install-recommends -y \
build-essential \
python3.9 \
python3-pip \
python3-dev \
tree \
git \
ffmpeg \
wget \
google-perftools \
ca-certificates curl gnupg \
&& apt-get clean && rm -rf /var/lib/apt/lists/*
WORKDIR /code
RUN mkdir -p /etc/apt/keyrings
RUN curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key | gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg
RUN echo "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_${NODE_MAJOR}.x nodistro main" | tee /etc/apt/sources.list.d/nodesource.list > /dev/null
RUN apt-get update && apt-get install nodejs -y
COPY ./requirements.txt /code/requirements.txt
# Set up a new user named "user" with user ID 1000
RUN useradd -m -u 1000 user
# Switch to the "user" user
USER user
# Set home to the user's home directory
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH \
PYTHONPATH=$HOME/app \
PYTHONUNBUFFERED=1 \
SYSTEM=spaces \
MAX_QUEUE_SIZE=2
# Set the working directory to the user's home directory
WORKDIR $HOME/app
# Copy the current directory contents into the container at $HOME/app setting the owner to the user
COPY --chown=user . $HOME/app
ENV LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libtcmalloc.so.4
# install dependencies
RUN pip3 install --no-cache-dir --upgrade --pre -r /code/requirements.txt
RUN pip3 install torch torchvision xformers --index-url https://download.pytorch.org/whl/cu121
RUN git submodule update --init --recursive
RUN pip3 install -e .
# download models`
RUN mkdir models
RUN huggingface-cli download Leoxing/Live2Diff live2diff.ckpt --local-dir ./models
RUN huggingface-cli download runwayml/stable-diffusion-v1-5 \
--local-dir ./models/Model/stable-diffusion-v1-5
RUN --mount=type=secret,id=HF_TOKEN,mode=0444,required=true \
huggingface-cli download Leoxing/Live2Diff-demo-models kFeltedReV.safetensors --local-dir ./models/LoRA --token $(cat /run/secrets/HF_TOKEN)
RUN --mount=type=secret,id=HF_TOKEN,mode=0444,required=true \
huggingface-cli download Leoxing/Live2Diff-demo-models revAnimated_v2RebirthVAE.safetensors --local-dir ./models/Model --token $(cat /run/secrets/HF_TOKEN)
RUN wget https://github.com/isl-org/MiDaS/releases/download/v3/dpt_hybrid_384.pt -P models
WORKDIR ${HOME}/app/demo
RUN tree ../models
RUN ls -a
# RUN pip install -r requirements.txt
CMD ["bash", "./start.sh"]