# SPDX-License-Identifier: Apache-2.0 from __future__ import annotations import torch def apply_trainable(module: torch.nn.Module, *, trainable: bool) -> torch.nn.Module: """Apply train/eval mode + requires_grad based on a role's trainable flag.""" module.requires_grad_(bool(trainable)) if trainable: module.train() else: module.eval() return module