diff --git a/docs/pulid_v1.1.md b/docs/pulid_v1.1.md
index 4fb628a..fdd419e 100644
--- a/docs/pulid_v1.1.md
+++ b/docs/pulid_v1.1.md
@@ -5,10 +5,12 @@
 - **better compatibility with community models**. According to our tests, PuLID-v1.1 performs well on some popular and powerful base models in the community, such as Juggernaut-XL, RealVisXL, and DreamShaper-XL-Lightning.
 - **better naturalness**. We have noted that without any tricks, the faces generated by PuLID-v1 can be somewhat blurry and lack detail. The v1.1 version, when combined with more powerful base models, has shown improvements in facial clarity and naturalness.
 - ID similarity has beed slightly improved.
- 
+
+Note: The v1.1 model does not perform as well as v1 on the SDXL-lightning-4step base model, so if you want to use SDXL-lightning-4step as the base model, we still recommend using the v1 model.
+
 
 Following are some examples generated by PuLID-v1.1, you can reproduce these results from our Gradio demo.
-![release_v1 1](https://github.com/user-attachments/assets/3502b18f-82ac-4726-9ea0-8351cebc9088)
+![release_v1 1](https://github.com/user-attachments/assets/3b24e9b2-59c0-4bfb-8658-a26e730c298d)
 
 ## How to use