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What are the considerations when deploying with Docker?

2025-08-14 123

The following points need to be noted for Docker deployment:

  • environmental preparation: Docker and Docker Compose are required for the base environment, and NVIDIA Container Toolkit is required for GPU users.
  • Mirror Image Selection: CPU User Usage docker-compose-cpu.ymlThe default compose file is used for GPU users.
  • priming command::docker compose up -d --build(GPU) or docker compose -f docker-compose-cpu.yml up -d --build(CPU)
  • Access Management: Defaults to the http://localhost:8005 Access the Web UI, log viewing using docker compose logs -f

Benefits: The Docker approach handles dependency isolation automatically, eliminating the need to manually configure the Python environment and keeping the system clean.

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