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FROM python:3.9-slim
WORKDIR /app
# Install dependencies
RUN apt-get update && apt-get install -y \
build-essential \
python3-dev \
libfreetype6-dev \
pkg-config \
libpng-dev \
cmake \
git \
&& rm -rf /var/lib/apt/lists/*
# Clone diffvg repository
RUN git clone https://github.com/BachiLi/diffvg.git && \
cd diffvg && \
git submodule update --init --recursive && \
python setup.py install
# Install PyTorch and other dependencies
RUN pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
RUN pip install transformers pillow svgwrite svgpathtools numpy tqdm scikit-image matplotlib
RUN pip install fastapi uvicorn
# Copy model files
COPY . /app/model
# Copy handler files
COPY handler_template.py /app/
COPY diffsketcher_handler.py /app/
COPY api.py /app/
# Set environment variables
ENV MODEL_ID="jree423/diffsketcher"
ENV TASK="text-to-image"
# Run the API
CMD ["python", "api.py"] |