FROM ubuntu:22.04 ENV MODEL_NAME="llava-1.6-mistral-7b-gguf" ENV DEFAULT_MODEL_FILE="llava-v1.6-mistral-7b.Q3_K_XS.gguf" ENV MODEL_USER="cjpais" ENV DEFAULT_MODEL_BRANCH="main" ENV DEFAULT_CLIP_MODEL_FILE="mmproj-model-f16.gguf" ENV MODEL_URL="https://huggingface.co/${MODEL_USER}/${MODEL_NAME}/resolve/${DEFAULT_MODEL_BRANCH}/${DEFAULT_MODEL_FILE}" ENV CLIP_MODEL_URL="https://huggingface.co/${MODEL_USER}/${MODEL_NAME}/resolve/${DEFAULT_MODEL_BRANCH}/${DEFAULT_CLIP_MODEL_FILE}" ENV DEBIAN_FRONTEND=noninteractive RUN apt update && \ apt install --no-install-recommends -y build-essential python3 python3-pip wget curl git && \ apt clean && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY requirements.txt ./ RUN python3 -m pip install --upgrade pip && \ pip install -r requirements.txt # Downloading the models RUN echo ${MODEL_URL} && \ wget -O /app/${DEFAULT_MODEL_FILE} ${MODEL_URL} && \ echo ${CLIP_MODEL_URL} && \ wget -O /app/${DEFAULT_CLIP_MODEL_FILE} ${CLIP_MODEL_URL} # Creating a non-root user RUN useradd -m -u 1000 user && \ mkdir -p /home/user/app && \ mv /app/${DEFAULT_MODEL_FILE} /home/user/app && \ mv /app/${DEFAULT_CLIP_MODEL_FILE} /home/user/app && \ chown -R user:user /home/user/app USER user ENV HOME=/home/user \ PATH=/home/user/.local/bin:$PATH WORKDIR $HOME/app # Copying the rest of your application COPY --chown=user . . RUN ls -al EXPOSE 8000 CMD ["python3", "-m", "llama_cpp.server", "--config_file", "config.json"]