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FROM python:3.10-slim | |
RUN apt-get update && apt-get install -y git git-lfs wget unzip && rm -rf /var/lib/apt/lists/* | |
COPY requirements.txt . | |
RUN pip install --no-cache-dir -r requirements.txt | |
WORKDIR /app | |
COPY app.py . | |
COPY dataset ./dataset | |
# Hugging Face cache fix | |
ENV TRANSFORMERS_CACHE=/app/models/.cache | |
# Clone models | |
RUN git lfs install && \ | |
git clone https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 /app/models/all-MiniLM-L6-v2 && \ | |
git clone https://huggingface.co/facebook/opt-1.3b /app/models/facebook-opt-1.3b && \ | |
git clone https://huggingface.co/facebook/bart-large-cnn /app/models/bart-large-cnn | |
EXPOSE 7860 | |
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"] | |