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Create DockerFile
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FROM pytorch/pytorch:latest
# Set working directory
WORKDIR /app
# Install system dependencies
RUN apt-get update && apt-get install -y \
libgl1-mesa-glx \
libglib2.0-0
# Install Python dependencies
RUN pip install fastapi uvicorn python-dotenv pillow python-multipart
# Install Hugging Face libraries
RUN pip install transformers datasets tokenizers
RUN pip install --no-cache-dir -r requirements.txt
# Install additional required libraries
RUN pip install byaldi qwen-vl-utils
# Copy your application code
COPY app.py .
COPY .env .
# Expose the port the app runs on
EXPOSE 8000
# Command to run the application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]