diff --git a/modelscope/models/base/base_model.py b/modelscope/models/base/base_model.py
index e19227f0..0a693de0 100644
--- a/modelscope/models/base/base_model.py
+++ b/modelscope/models/base/base_model.py
@@ -14,7 +14,8 @@ from modelscope.utils.config import Config, ConfigDict
 from modelscope.utils.constant import DEFAULT_MODEL_REVISION, Invoke, ModelFile
 from modelscope.utils.device import verify_device
 from modelscope.utils.logger import get_logger
-from modelscope.utils.plugins import (register_modelhub_repo,
+from modelscope.utils.plugins import (filter_plugin_in_whitelist,
+                                      register_modelhub_repo,
                                       register_plugins_repo)
 
 logger = get_logger()
@@ -190,7 +191,7 @@ class Model(ABC):
 
         # Security check: Only allow execution of remote code or plugins if trust_remote_code is True
         plugins = cfg.safe_get('plugins')
-        if plugins and not trust_remote_code:
+        if filter_plugin_in_whitelist(plugins) and not trust_remote_code:
             raise RuntimeError(
                 'Detected plugins field in the model configuration file, but '
                 'trust_remote_code=True was not explicitly set.\n'
diff --git a/modelscope/trainers/trainer.py b/modelscope/trainers/trainer.py
index 25f948bc..ca11cad3 100644
--- a/modelscope/trainers/trainer.py
+++ b/modelscope/trainers/trainer.py
@@ -135,6 +135,7 @@ class EpochBasedTrainer(BaseTrainer):
         self._inner_iter = 0
         self._stop_training = False
         self._compile = kwargs.get('compile', False)
+        self.trust_remote_code = kwargs.get('trust_remote_code', False)
 
         self.train_dataloader = None
         self.eval_dataloader = None
@@ -814,7 +815,10 @@ class EpochBasedTrainer(BaseTrainer):
         override this method in a subclass.
 
         """
-        model = Model.from_pretrained(self.model_dir, cfg_dict=self.cfg)
+        model = Model.from_pretrained(
+            self.model_dir,
+            cfg_dict=self.cfg,
+            trust_remote_code=self.trust_remote_code)
         if not isinstance(model, nn.Module) and hasattr(model, 'model'):
             return model.model
         elif isinstance(model, nn.Module):