Adds the ability to use denoise strength.
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@@ -15,8 +15,9 @@ class ApplyVisualStyle:
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"conditioning_prompt": ("CONDITIONING",),
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"reference_image_prompt": ("CONDITIONING",),
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"negative_prompt": ("CONDITIONING", ),
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"enabled": ("BOOLEAN", {"default": True})
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}
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"enabled": ("BOOLEAN", {"default": True}),
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"denoise": ("FLOAT", {"default": 1., "min": 0., "max": 1., "step": 1e-2})
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}
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}
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RETURN_TYPES = ("MODEL", "CONDITIONING","CONDITIONING", "LATENT")
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@@ -32,7 +33,8 @@ class ApplyVisualStyle:
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conditioning_prompt,
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reference_image_prompt,
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negative_prompt,
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enabled
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enabled,
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denoise
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):
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self.model = model
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reference_latent = vae.encode(reference_image[:,:,:,:3])
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@@ -42,13 +44,19 @@ class ApplyVisualStyle:
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processor = VisualStyleProcessor(m, enabled=enabled)
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setattr(m, 'forward', processor.visual_style_forward)
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conditioning_prompt = reference_image_prompt + conditioning_prompt
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conditioning_prompt = reference_image_prompt + conditioning_prompt
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negative_prompt = negative_prompt * 2
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latents = torch.zeros_like(reference_latent)
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latents = torch.zeros_like(reference_latent)
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latents = torch.cat([latents] * 2)
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latents[::2] = reference_latent
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denoise_mask = torch.ones_like(latents)[:, :1, ...]
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if denoise < 1.0:
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latents[::1] = reference_latent
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else:
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latents[::2] = reference_latent
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denoise_mask = torch.ones_like(latents)[:, :1, ...] * denoise
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denoise_mask[0] = 0.
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return (model, conditioning_prompt, negative_prompt, {"samples": latents, "noise_mask": denoise_mask})
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