ml_deploy / Dockerfile
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# This Dockerfile serves as the build file for Huggingface Spaces
FROM huggingface/transformers-pytorch-gpu
ARG ML_APP_LISTEN_PORT=7860
ARG ML_MLFLOW_ENDPOINT
ARG ML_HF_ACCESS_TOKEN
ENV APP_LISTEN_PORT=${ML_APP_LISTEN_PORT}
ENV MLFLOW_ENDPOINT=${ML_MLFLOW_ENDPOINT}
ENV HF_ACCESS_TOKEN=${ML_HF_ACCESS_TOKEN}
RUN apt-get update
RUN /usr/bin/python3 -m pip install uvicorn fastapi mlflow huggingface_hub httpx
WORKDIR /app
COPY ./app /app
EXPOSE ${ML_APP_LISTEN_PORT}
ENTRYPOINT [ "/usr/bin/python3", "/app/main.py" ]