Update README.md

README.md

@@ -27,12 +27,33 @@ These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. Th
 #### How to use
 
 ```python
-# TODO: add an example code snippet for running this diffusion pipeline
-```
+from diffusers import DiffusionPipeline
+
+pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0")
+pipe.load_lora_weights("Oedon42/oldpainter-lora-xl")
 
-#### Limitations and bias
+prompt = "1800s, 19th century, antiquity, black & white, Croatia, Europe, ruins"
+image = pipe(prompt).images[0]
+```
+## Model Preview
+
+Here are some preview results of the model:
+
+<div style="display: flex; flex-wrap: wrap;">
+  <div style="flex: 50%; padding: 1px;">
+    <img src="./image_0.png" alt="Preview 1" style="width: 90%;"/>
+  </div>
+  <div style="flex: 50%; padding: 1px;">
+    <img src="./image_1.png" alt="Preview 2" style="width: 90%;"/>
+  </div>
+  <div style="flex: 50%; padding: 1px;">
+    <img src="./image_2.png" alt="Preview 3" style="width: 90%;"/>
+  </div>
+  <div style="flex: 50%; padding: 1px;">
+    <img src="./image_3.png" alt="Preview 4" style="width: 90%;"/>
+  </div>
+</div>
 
-[TODO: provide examples of latent issues and potential remediations]
 
 ## Training details