Update README.md

README.md

@@ -10,6 +10,24 @@ tags:
 # Totoro LoRA text2image fine-tuning
 These are LoRA adaption weights for nitrosocke/Ghibli-Diffusion.
 
+```python
+pipe = StableDiffusionPipeline.from_pretrained(
+  model_id,
+  torch_dtype=torch.float16,
+  safety_checker=None,
+)
+pipe.enable_xformers_memory_efficient_attention()
+pipe.load_lora_weights(./lora_weights)
+pipe = pipe.to('cuda')
+
+image = pipe(
+  prompt='Totoro',
+  num_inference_steps=66,
+  guidance_scale=6.9,
+  cross_attention_kwargs={'scale': 0.6 },
+).images[0]
+```
+
 ![image1](./1de49996ce1f160a03e6f56db21b2fb11f38dbe9a867b04175e3145614ea7328.png)
 ![image2](./2b475450b9a5eee5338f2a867186a58fcdd191945d9c3c1cb9f4bfc8f932df20.png)
 ![image3](./3f5b7cb8c1aa4366cd152fdfedf8beb8e7bc09057e29b1497dc87e8bb038136f.png)