diff --git a/README.md b/README.md
index 918274c..82a5997 100755
--- a/README.md
+++ b/README.md
@@ -1030,7 +1030,8 @@ We highly recommend using vLLM for deployment and inference. All of our evaluati
 # Launch vLLM model server
 vllm serve rednote-hilab/dots.ocr --trust-remote-code --async-scheduling
 
-# vllm API Demo
+# vLLM API Demo
+# See demo/demo_vllm.py for details on parameter and prompt settings that help achieve the best output quality.
 python3 ./demo/demo_vllm.py --prompt_mode prompt_layout_all_en
 ```