Update README.md

README.md

@@ -41,4 +41,33 @@ pipe.load_lora_weights("Mohan-diffuser/lora_platypus_sd_15")
 
 prompt = "platypus"
 image = pipe(prompt).images[0]
-```
+```
+
+## Varying The LoRA Scale
+```python
+import matplotlib.pyplot as plt
+
+gen_images=[]
+lora_scales = [0.0,0.2,0.4,0.6,0.8,1.0,1.2,1.4]
+for lora_scale in lora_scales:
+    gen_image = pipeline(
+                        prompt="platypus",
+                        guidance_scale=7.5,
+                        num_inference_steps=25,
+                        height=512,
+                        width=512,
+                        cross_attention_kwargs={"scale": lora_scale},
+                        clip_skip=2,
+                        generator=torch.manual_seed(0)
+                    ).images[0]
+
+    gen_images.append(gen_image)
+    
+
+fig,axes = plt.subplots(1,8,figsize=(20,10))
+for i,ax in enumerate(axes):
+    ax.imshow(gen_images[i])
+    ax.set_title(f"lora_scale: {lora_scales[i]}")
+    ax.axis('off')
+plt.show()
+```