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## Perturbed-Attention Guidance
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This repository is based on [Diffusers](https://huggingface.co/docs/diffusers/index). StableDiffusionPAGPipeline is a modification of StableDiffusionPipeline to support Perturbed-Attention Guidance (PAG).
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## Quickstart
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Load StableDiffusionPAGPipeline as below:
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```
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pipe = StableDiffusionPipeline.from_pretrained(
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"runwayml/stable-diffusion-v1-5",
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custom_pipeline="hyoungwoncho/sd_perturbed_attention_guidance",
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torch_dtype=torch.float16,
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safety_checker=None
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)
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```
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Sampling:
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```
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output_baseline = pipe(
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prompts,
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width=512,
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height=512,
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num_inference_steps=50,
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guidance_scale=0.0,
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pag_scale=4.5,
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pag_applied_layers_index=pag_applied_layers_index
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).images
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```
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Parameters:
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pag_scale : gudiance scale of PAG (ex: 4.5)
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pag_applied_layers_index = index of the layer to apply perturbation (ex: ['m0'])
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