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@ -2,6 +2,7 @@ import folder_paths
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import comfy.sd
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import comfy.model_sampling
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import comfy.latent_formats
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import nodes
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import torch
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class LCM(comfy.model_sampling.EPS):
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@ -174,7 +175,10 @@ class ModelSamplingFlux:
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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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"shift": ("FLOAT", {"default": 1.15, "min": 0.0, "max": 100.0, "step":0.01}),
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"max_shift": ("FLOAT", {"default": 1.15, "min": 0.0, "max": 100.0, "step":0.01}),
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"base_shift": ("FLOAT", {"default": 0.5, "min": 0.0, "max": 100.0, "step":0.01}),
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"width": ("INT", {"default": 1024, "min": 16, "max": nodes.MAX_RESOLUTION, "step": 8}),
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"height": ("INT", {"default": 1024, "min": 16, "max": nodes.MAX_RESOLUTION, "step": 8}),
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}}
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RETURN_TYPES = ("MODEL",)
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@ -182,9 +186,15 @@ class ModelSamplingFlux:
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CATEGORY = "advanced/model"
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def patch(self, model, shift):
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def patch(self, model, max_shift, base_shift, width, height):
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m = model.clone()
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x1 = 256
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x2 = 4096
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mm = (max_shift - base_shift) / (x2 - x1)
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b = base_shift - mm * x1
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shift = (width * height / (8 * 8 * 2 * 2)) * mm + b
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sampling_base = comfy.model_sampling.ModelSamplingFlux
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sampling_type = comfy.model_sampling.CONST
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