--lora with --lora-init-without-apply leaves an adapter's scale at 1, and llama-server applies it at that scale to any request without a "lora" list of its own: every plain request for the model was served with its adapters on. Found live on qwen2.5-coder-7b-instruct. Each adapter is now loaded with --lora-scaled FILE:0. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>