Update README.md

README.md

@@ -22,10 +22,17 @@ library_name: diffusers
 
 ## Introduction
 
-An experimental version of IP-Adapter-FaceID: we use face ID embedding from a face recognition model instead of CLIP image embedding, additionally, we use LoRA to improve ID consistency. IP-Adapter-FaceID can enerate various style images conditioned on a face with only text prompts. 
+An experimental version of IP-Adapter-FaceID: we use face ID embedding from a face recognition model instead of CLIP image embedding, additionally, we use LoRA to improve ID consistency. IP-Adapter-FaceID can generate various style images conditioned on a face with only text prompts. 
 
 ![results](./ip-adapter-faceid.jpg)
 
 
+## Limitations and Bias
+- The model does not achieve perfect photorealism and ID consistency.
+- The generalization of the model is limited due to limitations of the training model, generative model and face recognition model.
 
 
+
+## Non-commercial use
+**This model is released exclusively for research purposes and is not intended for commercial use.**
+