Dockerfile

FROM python:3.8

COPY requirements.txt requirements.txt
RUN pip3 install -r requirements.txt

RUN mkdir $HOME/app/cache/transformers
ENV TRANSFORMERS_CACHE $HOME/app/cache/transformers
ENV HF_HOME $HOME/app/cache/transformers

WORKDIR $HOME/app

COPY . $HOME/app

# cache model
RUN python3 warm_up.py

CMD ["sh", "-c", "python3 main.py"]