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Dockerfile
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ARG BASE_IMAGE
FROM ${BASE_IMAGE}
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
ENV DEBIAN_FRONTEND=noninteractive \
PYTHONUNBUFFERED=1 \
PIP_NO_CACHE_DIR=on \
SHELL=/bin/bash
# Create and use the Python venv
WORKDIR /
RUN python3 -m venv --system-site-packages /venv
# Install Torch
ARG INDEX_URL
ARG TORCH_VERSION
ARG XFORMERS_VERSION
RUN source /venv/bin/activate && \
pip3 install --no-cache-dir torch==${TORCH_VERSION} torchvision torchaudio --index-url ${INDEX_URL} && \
pip3 install --no-cache-dir xformers==${XFORMERS_VERSION} --index-url ${INDEX_URL} && \
deactivate
# Clone the git repo of LLaVA and set version
ARG LLAVA_COMMIT
RUN git clone https://github.com/HELLO-WORLD-SAS/LLaVA.git && \
cd /LLaVA && \
git checkout ${LLAVA_COMMIT}
# Install the dependencies for LLaVA
WORKDIR /LLaVA
RUN source /venv/bin/activate && \
pip3 install --upgrade pip && \
pip3 install wheel && \
pip3 install -e . && \
pip3 install ninja && \
pip3 install flash-attn --no-build-isolation && \
pip3 install transformers==4.37.2 && \
pip3 install protobuf && \
deactivate
# Install OpenAI API libraries
RUN source /venv/bin/activate && \
pip3 install tiktoken && \
pip3 install fschat && \
pip3 install pydantic-settings && \
deactivate
# Download the default model
ARG LLAVA_MODEL
ENV MODEL="${LLAVA_MODEL}"
ENV HF_HOME="/"
COPY --chmod=755 scripts/download_models.py /download_models.py
RUN source /venv/bin/activate && \
pip3 install huggingface_hub && \
python3 /download_models.py && \
deactivate
# Remove existing SSH host keys
RUN rm -f /etc/ssh/ssh_host_*
# NGINX Proxy
COPY nginx/nginx.conf /etc/nginx/nginx.conf
# Set template version
ARG RELEASE
ENV TEMPLATE_VERSION=${RELEASE}
# Set the venv path
ARG VENV_PATH
ENV VENV_PATH=${VENV_PATH}
# Copy the scripts
WORKDIR /
COPY --chmod=755 scripts/* ./
# Start the container
SHELL ["/bin/bash", "--login", "-c"]
CMD [ "/start.sh" ]