# Docker Docker examples should pin images by digest for reproducibility. Do not publish tokens, private model URLs, internal registry names, LAN IPs, hostnames, or SSH details. The included launcher is a sanitized single-card vLLM pattern: - one Blackwell GPU exposed with `--gpus device=0` - OpenAI-compatible vLLM API on container port 8000 - host bind to localhost for safety - placeholder model path - no secrets