Dockerfile

FROM python:3.9

WORKDIR /code

# Install huggingface-cli
RUN pip install --no-cache-dir huggingface_hub

ENV REPO=TheBloke/Llama-2-7B-Chat-GGUF
ENV MODEL_NAME=llama-2-7b-chat.Q5_K_M.gguf

COPY ./requirements.txt /code/requirements.txt

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

COPY . .

# Download the model
RUN huggingface-cli download \
    ${REPO} \
    ${MODEL_NAME} \
    --local-dir . \
    --local-dir-use-symlinks False

CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]