through an example using runwayml/stable-diffusion-v1-5.
We want to generate several versions of the prompt:


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prompt = "Labrador in the style of Vermeer"
Let’s load the pipeline


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>>> from diffusers import DiffusionPipeline

>>> pipe = DiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16)
>>> pipe = pipe.to("cuda")
Now, let’s define 4 different generators, since we would like to reproduc