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FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && \
apt-get upgrade -y && \
apt-get install -y --no-install-recommends \
git \
git-lfs \
wget \
curl \
# python build dependencies \
build-essential \
libssl-dev \
zlib1g-dev \
libbz2-dev \
libreadline-dev \
libsqlite3-dev \
libncursesw5-dev \
xz-utils \
tk-dev \
libxml2-dev \
libxmlsec1-dev \
libffi-dev \
liblzma-dev \
# gradio dependencies \
ffmpeg \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
RUN curl -fsSL https://ollama.com/install.sh | sh
ARG OLLAMA_MODEL
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:${PATH}
WORKDIR ${HOME}/app
RUN curl https://pyenv.run | bash
ENV PATH=${HOME}/.pyenv/shims:${HOME}/.pyenv/bin:${PATH}
ARG PYTHON_VERSION=3.10.12
RUN pyenv install ${PYTHON_VERSION} && \
pyenv global ${PYTHON_VERSION} && \
pyenv rehash && \
pip install --no-cache-dir -U pip setuptools wheel && \
pip install packaging ninja
COPY --chown=1000 ./requirements.txt /tmp/requirements.txt
RUN pip install --no-cache-dir --upgrade -r /tmp/requirements.txt && \
pip install flash-attn --no-build-isolation
COPY --chown=1000 src ${HOME}/app
COPY ollama_init.sh .
RUN sh ./ollama_init.sh ${OLLAMA_MODEL}
EXPOSE 8501
CMD ollama serve & \
streamlit run app.py \
--server.headless true \
--server.enableCORS false \
--server.enableXsrfProtection false \
--server.fileWatcherType none \
--server.address 0.0.0.0 \
--logger.level debug
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