Update README.md

README.md

@@ -19,7 +19,7 @@ pipeline_tag: text-to-image
 ## Introduction
 
 <!-- Provide a quick summary of what the model is/does. -->
-Users can input one or several face photos, along with a text prompt, to receive a customized photo or painting within seconds (no training required!). Additionally, this model can be adapted to any base model based on SDXL or used in conjunction with other LoRA models.
+Users can input one or a few face photos, along with a text prompt, to receive a customized photo or painting within seconds (no training required!). Additionally, this model can be adapted to any base model based on SDXL or used in conjunction with other LoRA models.
 
 ### Realistic results
 
@@ -38,7 +38,11 @@ More results can be found in our [project page](https://photo-maker.github.io/)
 
 ## Model Details
 
-It mainly contains two parts:
+It mainly contains two parts corresponding to two keys in loaded state dict:
+
+1. `id_encoder` includes finetuned OpenCLIP-ViT-H-14 and a few fuse layers.
+
+2. `lora_weights` applies to all attention layers in the UNet, and the rank is set to 64.
 
 
 ## Usage