FROM huggingface/autotrain-advanced:latest

# Uninstall the existing autotrain-advanced package
CMD pip uninstall -y autotrain-advanced

# Install the latest version of autotrain-advanced
CMD pip install -U autotrain-advanced

# Start the AutoTrain app
CMD uvicorn autotrain.app:app --host 0.0.0.0 --port 7860 --reload --workers 4

# Additional optimizations:
# - Use a multi-stage build to reduce the size of the final image.
# - Use a custom base image that is tailored to your specific needs.
# - Use a caching mechanism to speed up the build process.
# - Use a continuous integration/continuous deployment (CI/CD) pipeline to automate the build and deployment process.