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FROM nvidia/cuda:11.8.0-runtime-ubuntu22.04 | |
WORKDIR /code/MMAudio | |
# Install system dependencies | |
RUN apt-get update && apt-get install -y \ | |
python3.10 \ | |
python3.10-distutils \ | |
python3-pip \ | |
git \ | |
ffmpeg \ | |
libsm6 \ | |
libxext6 \ | |
curl \ | |
libsndfile1 \ | |
&& 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 and upgrade it | |
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.10 && \ | |
pip3 install --no-cache-dir --upgrade pip setuptools wheel | |
# Install numpy first, before anything else | |
RUN pip3 install --no-cache-dir numpy==1.24.3 | |
# Install PyTorch and related packages first (as recommended in README) | |
RUN pip3 install --no-cache-dir \ | |
torch \ | |
torchvision \ | |
torchaudio \ | |
--index-url https://download.pytorch.org/whl/cu118 --upgrade | |
# Install core dependencies | |
RUN pip3 install --no-cache-dir -e . | |
# colorlog==6.8.2 \ | |
# torchdiffeq==0.2.3 \ | |
# omegaconf>=2.3.0 \ | |
# pandas>=2.0.0 \ | |
# tensordict>=0.2.0 \ | |
# hydra-core>=1.3.2 \ | |
# tqdm>=4.65.0 \ | |
# librosa>=0.10.1 \ | |
# timm>=0.9.12 \ | |
# requests>=2.31.0 | |
# Clone MMAudio | |
# RUN git clone https://github.com/hkchengrex/MMAudio.git | |
# Set working directory to MMAudio | |
# WORKDIR /code/MMAudio | |
# Install other dependencies | |
# RUN pip3 install --no-cache-dir -r requirements.txt | |
# Install MMAudio last (as recommended in README) | |
# 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"] |