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#
# Fast Whisper Prepared to Hugging Face Docker!
# This file builds a fasst whisper that can run in Hugging Face Docker Space.
# HF Docker Space runs under user 1000, due this, some changes is need in build.
#
#
FROM alpine/git as src
WORKDIR /src
RUN git clone https://github.com/fedirz/faster-whisper-server .
FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04
RUN apt-get update
RUN apt install -y software-properties-common
RUN add-apt-repository ppa:deadsnakes/ppa
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get install -y --no-install-recommends make build-essential libssl-dev zlib1g-dev libbz2-dev libreadline-dev libsqlite3-dev wget ca-certificates curl llvm libncurses5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev mecab-ipadic-utf8 git
RUN apt-get install -y ffmpeg software-properties-common
RUN useradd -m -u 1000 user
USER user
WORKDIR /pyenv
ENV PYENV_ROOT /pyenv/pyenvroot
ENV PATH $PYENV_ROOT/shims:$PYENV_ROOT/bin:$PATH
ENV PYTHON_VERSION 3.12
RUN set -ex \
&& curl https://pyenv.run | bash \
&& pyenv update \
&& pyenv install $PYTHON_VERSION \
&& pyenv global $PYTHON_VERSION \
&& pyenv rehash
WORKDIR /server
RUN pip install --no-cache-dir --upgrade pip
WORKDIR /app
COPY --chown=user --from=src /src/requirements.txt .
COPY --chown=user --from=src /src/faster_whisper_server ./faster_whisper_server
RUN pip install -r requirements.txt
RUN pip install uvicorn
ENV WHISPER__MODEL=Systran/faster-whisper-small
ENV WHISPER__INFERENCE_DEVICE=auto
ENV UVICORN_HOST=0.0.0.0
ENV UVICORN_PORT=8000
CMD ["python3.12","-m","uvicorn", "faster_whisper_server.main:app"] |