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FROM pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime
WORKDIR /app
# Install system dependencies
RUN apt-get update && \
DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
build-essential \
python3-dev \
git \
ffmpeg \
libsndfile1 \
&& rm -rf /var/lib/apt/lists/*
# Pre-install critical dependencies
RUN pip install --no-cache-dir --upgrade pip setuptools wheel
# Copy requirements first to leverage Docker cache
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Copy application code
COPY . .
# Create model cache directory with proper permissions
RUN mkdir -p /app/models && \
chmod -R 777 /app/models
# Install package normally (not in editable mode)
RUN if [ -f "setup.py" ]; then pip install .; fi
# Environment variables
ENV MODEL_PATH=/app/models \
TRANSFORMERS_CACHE=/app/models \
HF_HOME=/app/models \
PYTHONUNBUFFERED=1
EXPOSE 8000
CMD ["python", "server.py"] |