diff --git a/examples/transformers/inference/gpt-oss/README.md b/examples/transformers/inference/gpt-oss/README.md
index 808d7e1c0..61f67bfaf 100644
--- a/examples/transformers/inference/gpt-oss/README.md
+++ b/examples/transformers/inference/gpt-oss/README.md
@@ -20,6 +20,14 @@ python gpt_oss_standalone.py
 
 ### multi-card
 
+1. run simple inference
+
 ```bash
 mpirun -n 2 --map-by numa python gpt_oss_multiprocess.py
+```
+
+2. run gradio example
+
+```bash
+mpirun -n 2 --map-by numa python app_multiprocess.py
 ```
\ No newline at end of file
diff --git a/mindnlp/transformers/modeling_utils.py b/mindnlp/transformers/modeling_utils.py
index c874896c2..591e01f87 100644
--- a/mindnlp/transformers/modeling_utils.py
+++ b/mindnlp/transformers/modeling_utils.py
@@ -23,7 +23,7 @@ def send_forward(self, *args, **kwargs):
 
 def receive_forward(self, *args, **kwargs):
     hidden_states = args[0]
-    dist.irecv(hidden_states, src=self.src)
+    dist.recv(hidden_states, src=self.src)
     output = self._forward(*((hidden_states,) + args[1:]), **kwargs)
     return output
 
@@ -213,6 +213,8 @@ def wrapper(
                 weights_only,
             )
 
+    return wrapper
+
 def _get_resolved_checkpoint_files_wrapper(fn):
     def wrapper(*args, **kwargs):
         if GlobalComm.INITED and dist.get_world_size() > 1: