You can also merge different adapter checkpoints for inference to blend their styles together.  
Once again, use the [`~loaders.peft.PeftAdapterMixin.set_adapters`] method to activate the `pixel` and `toy` adapters and specify the weights for how they should be merged.  
```python
pipe.set_adapters(["pixel", "toy"], adapter_weights=[0.5, 1.0])
```  
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