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@@ -1,11 +1,16 @@
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FROM python:3.10
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ENV TRANSFORMERS_CACHE=/cache
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+ENV PYTHONDONTWRITEBYTECODE 1
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+ENV PYTHONUNBUFFERED 1
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WORKDIR /usr/src/app
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-RUN pip install --user --no-cache-dir torch==1.13.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
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-RUN pip install --user transformers tqdm numpy scikit-learn scipy nltk sentencepiece flask Pillow
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-RUN pip install --user --no-deps sentence-transformers
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+RUN python -m venv /opt/venv
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+ENV PATH="/opt/venv/bin:$PATH"
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+
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+RUN pip install --no-cache-dir torch==1.13.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
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+RUN pip install transformers tqdm numpy scikit-learn scipy nltk sentencepiece flask Pillow
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+RUN pip install --no-deps sentence-transformers
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COPY . .
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