diff --git a/tensorrt_llm/_torch/pyexecutor/py_executor_creator.py b/tensorrt_llm/_torch/pyexecutor/py_executor_creator.py
index bcf18ffa2a2..a8ad9cd4b35 100644
--- a/tensorrt_llm/_torch/pyexecutor/py_executor_creator.py
+++ b/tensorrt_llm/_torch/pyexecutor/py_executor_creator.py
@@ -686,7 +686,8 @@ def drafting_loop_wrapper(model):
 
     _adjust_torch_mem_fraction(pytorch_backend_config)
 
-    logger.info(f"{llm_args}")
+    if mapping.rank == 0:
+        logger.info(f"LLM Args:\n{llm_args}")
 
     py_executor.start_worker()
     return py_executor