Dockerfile

FROM python:3.8

COPY requirements.txt requirements.txt
RUN pip3 install --no-cache-dir -r requirements.txt

RUN mkdir -p $HOME/app/cache/transformers
RUN chmod 777 $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"]