ModelSamplingDiscrete: x0 model support that predict a denoised image.
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@ -17,6 +17,10 @@ class LCM(comfy.model_sampling.EPS):
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return c_out * x0 + c_skip * model_input
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class X0(comfy.model_sampling.EPS):
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def calculate_denoised(self, sigma, model_output, model_input):
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return model_output
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class ModelSamplingDiscreteDistilled(comfy.model_sampling.ModelSamplingDiscrete):
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original_timesteps = 50
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@ -68,7 +72,7 @@ class ModelSamplingDiscrete:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": { "model": ("MODEL",),
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"sampling": (["eps", "v_prediction", "lcm"],),
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"sampling": (["eps", "v_prediction", "lcm", "x0"],),
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"zsnr": ("BOOLEAN", {"default": False}),
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}}
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@ -88,6 +92,8 @@ class ModelSamplingDiscrete:
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elif sampling == "lcm":
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sampling_type = LCM
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sampling_base = ModelSamplingDiscreteDistilled
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elif sampling == "x0":
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sampling_type = X0
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class ModelSamplingAdvanced(sampling_base, sampling_type):
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pass
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