Update README.md

README.md

@@ -62,7 +62,28 @@ Weights for this model are available in Safetensors format.
 #### How to use
 
 ```python
-# TODO: add an example code snippet for running this diffusion pipeline
+import torch
+from diffusers import DiffusionPipeline
+
+# Load Stable Diffusion XL Base1.0
+pipeline = DiffusionPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    torch_dtype=torch.float16,
+    variant="fp16",
+    use_safetensors=True
+).to("cuda")
+
+# Optional CPU offloading to save some GPU Memory
+pipeline.enable_model_cpu_offload()
+
+# Loading Trained DreamBooth LoRA Weights
+pipeline.load_lora_weights("adhisetiawan/sdxl-base-1.0-indonesian-food-dreambooth-lora")
+
+images = pipeline(
+            "a delicous takoyaki in a plate", num_images_per_prompt=4, guidance_scale=8
+        )
+for i in range(len(images.images)):
+  display(images.images[i])
 ```
 
 #### Limitations and bias