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Fix hunyuan refiner blownout colors at noise aug less than 0.25 (#9832)
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@@ -1449,7 +1449,9 @@ class HunyuanImage21Refiner(HunyuanImage21):
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image = utils.resize_to_batch_size(image, noise.shape[0])
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image = utils.resize_to_batch_size(image, noise.shape[0])
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if noise_augmentation > 0:
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if noise_augmentation > 0:
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noise = torch.randn(image.shape, generator=torch.manual_seed(kwargs.get("seed", 0) - 10), dtype=image.dtype, device="cpu").to(image.device)
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noise = torch.randn(image.shape, generator=torch.manual_seed(kwargs.get("seed", 0) - 10), dtype=image.dtype, device="cpu").to(image.device)
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image = noise_augmentation * noise + (1.0 - noise_augmentation) * image
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image = noise_augmentation * noise + min(1.0 - noise_augmentation, 0.75) * image
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else:
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image = 0.75 * image
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return image
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return image
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def extra_conds(self, **kwargs):
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def extra_conds(self, **kwargs):
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