Update README.md

README.md

@@ -15,9 +15,9 @@ tags:
 ---
 ## Model description 
 
-# sdxl-face-LoRA
+# Portrait-generator
 
-**sdxl-face-lora** is a LoRA fine-tuned adapter for the [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) model, trained on the [Rapidata/Face_Generation_Benchmark dataset](https://huggingface.co/datasets/Rapidata/Face_Generation_Benchmark). It specializes in generating face images.
+**Portrait-generator** is a LoRA fine-tuned adapter for the [stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) model, trained on the [Rapidata/Face_Generation_Benchmark dataset](https://huggingface.co/datasets/Rapidata/Face_Generation_Benchmark). It specializes in generating face images.
 
 ---
 
@@ -29,17 +29,20 @@ tags:
 pip install diffusers transformers accelerate safetensor torch
 ```
 
-2. **Load base Qwen-Image and LoRA adapter**:
+2. **Load stable-diffusion-xl-base-1.0 and LoRA adapter**:
 
 ```python
 from diffusers import DiffusionPipeline
 import torch
+
 pipe = DiffusionPipeline.from_pretrained(
     "stabilityai/stable-diffusion-xl-base-1.0",
     torch_dtype=torch.float16,
 ).to("cuda")
+
 pipe.load_lora_weights("SkyAsl/sdxl-face-lora")
 pipe.fuse_lora()
+
 image = pipe("a high-quality portrait of a woman").images[0]
 image.save("test.png")
 ```