Apply the narrow registry fallback proposed in PR #68458 without unrelated case normalization or dead legacy flags. Preserve dedicated named profiles before using CustomProfile. This corrects existing reasoning loss only; per-model dialect configuration remains a product decision. Co-authored-by: saotu <160758706+saotu@users.noreply.github.com>