diff --git a/paddlenlp/trainer/training_args.py b/paddlenlp/trainer/training_args.py
index 1201e50a2044..c640829d9ad2 100644
--- a/paddlenlp/trainer/training_args.py
+++ b/paddlenlp/trainer/training_args.py
@@ -1319,6 +1319,7 @@ def __post_init__(self):
                                 "best_unbalanced_scheduler",
                                 "enable_offload_queue",
                                 "use_dualpipev",
+                                "forward_backward_overlap_scheduler",
                                 "enable_dynamic_shape",
                             ]:
                                 raise ValueError(
@@ -1368,6 +1369,8 @@ def __post_init__(self):
                         "best_unbalanced_scheduler": "best_unbalanced_scheduler" in pipeline_parallel_config,
                         "enable_offload_queue": "enable_offload_queue" in pipeline_parallel_config,
                         "use_dualpipev": "use_dualpipev" in pipeline_parallel_config,
+                        "forward_backward_overlap_scheduler": "forward_backward_overlap_scheduler"
+                        in pipeline_parallel_config,
                         "enable_dynamic_shape": "enable_dynamic_shape" in pipeline_parallel_config,
                     }
                     if dygraph_pp_configs["dp_comm_overlap"]: