+25
-5
@@ -1,8 +1,20 @@
|
||||
#pytorch Image
|
||||
FROM pytorch/pytorch:1.11.0-cuda11.3-cudnn8-runtime
|
||||
|
||||
# Labels
|
||||
|
||||
LABEL maintainer="Jacob Schmieder"
|
||||
LABEL email="Jacob.Schmieder@dbfz.de"
|
||||
LABEL version="0.1.1.dev"
|
||||
LABEL description="Scraibe is a tool for automatic speech recognition and speaker diarization. \
|
||||
It is based on the Hugging Face Transformers library and the Pyannote library. \
|
||||
It is designed to be used with the Whisper model, a lightweight model for automatic \
|
||||
speech recognition and speaker diarization."
|
||||
LABEL url="https://github.com/JSchmie/ScrAIbe"
|
||||
|
||||
# Install dependencies
|
||||
WORKDIR /app
|
||||
ARG hf_token
|
||||
ARG model_name=medium
|
||||
#Enviorment Dependncies
|
||||
ENV TRANSFORMERS_CACHE /app/models
|
||||
ENV HF_HOME /app/models
|
||||
@@ -10,17 +22,25 @@ ENV AUTOT_CACHE /app/models
|
||||
ENV PYANNOTE_CACHE /app/models/pyannote
|
||||
#Copy all necessary files
|
||||
COPY requirements.txt /app/requirements.txt
|
||||
COPY scraibe /app/Scraibe
|
||||
COPY README.md /app/README.md
|
||||
COPY models /app/models
|
||||
COPY scraibe /app/scraibe
|
||||
COPY setup.py /app/setup.py
|
||||
|
||||
#Installing all necessary Dependencies and Running the Application with a personalised Hugging-Face-Token
|
||||
RUN apt update && apt-get install -y libsm6 libxrender1 libfontconfig1
|
||||
RUN conda update --all
|
||||
|
||||
RUN conda install pip
|
||||
RUN conda install -y ffmpeg
|
||||
RUN conda install -c conda-forge libsndfile
|
||||
RUN pip install torchaudio==0.11.0+cu113 -f https://download.pytorch.org/whl/torch_stable.html
|
||||
RUN pip install /app/
|
||||
RUN pip install -r requirements.txt
|
||||
RUN pip install markupsafe==2.0.1 --force-reinstall
|
||||
RUN Scraibe --hf_token $hf_token
|
||||
|
||||
RUN python3 -m 'scraibe.cli' --whisper-model-name $model_name
|
||||
# Expose port
|
||||
EXPOSE 7860
|
||||
# Run the application
|
||||
ENTRYPOINT ["scraibe"]
|
||||
|
||||
ENTRYPOINT ["python3", "-m", "scraibe.cli" ,"--whisper-model-name", "$model_name"]
|
||||
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