diff --git a/src/axolotl/monkeypatch/lora_kernels.py b/src/axolotl/monkeypatch/lora_kernels.py
index 586412dd7..299902dc5 100644
--- a/src/axolotl/monkeypatch/lora_kernels.py
+++ b/src/axolotl/monkeypatch/lora_kernels.py
@@ -156,7 +156,10 @@ def get_attention_cls_from_config(cfg: DictDefault) -> Type[nn.Module]:
         model_cls_prefix = "".join(
             [part.capitalize() for part in model_type.split("_")]
         )
-        module = __import__(module_path, fromlist=[f"{model_cls_prefix}Attention"])
+        if model_type == "gemma3n":
+            module = __import__(module_path, fromlist=[f"{model_cls_prefix}TextAttention"])
+        else:
+            module = __import__(module_path, fromlist=[f"{model_cls_prefix}Attention"])
         attention_cls = getattr(module, f"{model_cls_prefix}Attention")
 
         return attention_cls