- Add moondream2 vision service to compose.yml (single-gpu + dual-gpu profiles)
- Create scripts/vision_service/Dockerfile for the vision container
- Add VISION_PORT, VISION_MODEL, VISION_REVISION vars to .env.example
- Add Vision Service entry to SERVICES list in Settings (hidden unless gpu profile active)
- Add Fine-Tune Wizard tab (Task 10) to Settings with 3-step upload→preview→train flow
- Tab is always rendered; shows info message when non-GPU profile is active
Replace hardcoded systemd/shell-script service commands with docker compose
profile-aware commands. Add inference_profile-based filtering (hidden flag
removes Ollama on remote profile, vLLM unless dual-gpu). Replace TCP socket
health check with HTTP-based _port_open() that accepts host/ssl/verify params
for remote/TLS-terminated service support.
