services:
  backend:
    runtime: nvidia
    environment:
      # Pin to RTX 3070 Ti (host GPU index 0) — leave 5090 free for other workloads
      - NVIDIA_VISIBLE_DEVICES=0
      - NVIDIA_DRIVER_CAPABILITIES=compute,utility