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After deleting a model, the in-memory scanner cache was updated but the SQLite persistent cache was not. On server restart, the stale persistent cache caused check_model_version_exists() to return True, blocking re-download with 'Model version already exists'. Add _persist_current_cache() calls in both deletion paths: - ModelLifecycleService.delete_model() (used by versions tab delete) - delete_model_version handler in MiscHandlers