+25
-5
@@ -1,8 +1,20 @@
|
|||||||
#pytorch Image
|
#pytorch Image
|
||||||
FROM pytorch/pytorch:1.11.0-cuda11.3-cudnn8-runtime
|
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
|
# Install dependencies
|
||||||
WORKDIR /app
|
WORKDIR /app
|
||||||
ARG hf_token
|
ARG model_name=medium
|
||||||
#Enviorment Dependncies
|
#Enviorment Dependncies
|
||||||
ENV TRANSFORMERS_CACHE /app/models
|
ENV TRANSFORMERS_CACHE /app/models
|
||||||
ENV HF_HOME /app/models
|
ENV HF_HOME /app/models
|
||||||
@@ -10,17 +22,25 @@ ENV AUTOT_CACHE /app/models
|
|||||||
ENV PYANNOTE_CACHE /app/models/pyannote
|
ENV PYANNOTE_CACHE /app/models/pyannote
|
||||||
#Copy all necessary files
|
#Copy all necessary files
|
||||||
COPY requirements.txt /app/requirements.txt
|
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
|
COPY setup.py /app/setup.py
|
||||||
|
|
||||||
#Installing all necessary Dependencies and Running the Application with a personalised Hugging-Face-Token
|
#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 pip
|
||||||
RUN conda install -y ffmpeg
|
RUN conda install -y ffmpeg
|
||||||
RUN conda install -c conda-forge libsndfile
|
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 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 pip install markupsafe==2.0.1 --force-reinstall
|
||||||
RUN Scraibe --hf_token $hf_token
|
|
||||||
|
RUN python3 -m 'scraibe.cli' --whisper-model-name $model_name
|
||||||
# Expose port
|
# Expose port
|
||||||
EXPOSE 7860
|
EXPOSE 7860
|
||||||
# Run the application
|
# Run the application
|
||||||
ENTRYPOINT ["scraibe"]
|
|
||||||
|
ENTRYPOINT ["python3", "-m", "scraibe.cli" ,"--whisper-model-name", "$model_name"]
|
||||||
Reference in New Issue
Block a user