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FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04
WORKDIR /code
# Install system dependencies
RUN apt-get update && apt-get install -y \
python3.10 \
python3.10-distutils \
python3-pip \
git \
ffmpeg \
libsm6 \
libxext6 \
curl \
&& rm -rf /var/lib/apt/lists/*
# Ensure we're using Python 3.10
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1
# Install pip for Python 3.10
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.10
# Clone MMAudio
RUN git clone https://github.com/hkchengrex/MMAudio.git
# Set working directory to MMAudio
WORKDIR /code/MMAudio
# Install base dependencies first
RUN pip3 install --no-cache-dir \
setuptools \
wheel \
numpy==1.24.3 \
colorlog \
typing_extensions
# Install PyTorch and related packages
RUN pip3 install --no-cache-dir \
torch==2.1.2 \
torchvision==0.16.2 \
torchaudio==2.1.2 \
--index-url https://download.pytorch.org/whl/cu118
# Install other dependencies
RUN pip3 install --no-cache-dir -r requirements.txt
# Install MMAudio
RUN pip3 install -e .
# Create output directory
RUN mkdir -p output/gradio && chmod 777 output/gradio
# Copy app.py (we'll use our own version instead of the one from the repo)
COPY app.py .
# Set environment variables for Hugging Face Spaces
ENV PYTHONUNBUFFERED=1
ENV GRADIO_SERVER_NAME=0.0.0.0
ENV GRADIO_SERVER_PORT=7860
ENV PYTHONPATH=/code/MMAudio
# Expose Gradio port
EXPOSE 7860
# Run the app
CMD ["python3", "app.py"] |