Add some nodes to subtract and add model weights.
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@ -27,6 +27,44 @@ class ModelMergeSimple:
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m.add_patches({k: kp[k]}, 1.0 - ratio, ratio)
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return (m, )
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class ModelSubtract:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": { "model1": ("MODEL",),
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"model2": ("MODEL",),
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"multiplier": ("FLOAT", {"default": 1.0, "min": -10.0, "max": 10.0, "step": 0.01}),
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}}
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RETURN_TYPES = ("MODEL",)
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FUNCTION = "merge"
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CATEGORY = "_for_testing/model_merging"
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def merge(self, model1, model2, multiplier):
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m = model1.clone()
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kp = model2.get_key_patches("diffusion_model.")
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for k in kp:
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m.add_patches({k: kp[k]}, - multiplier, multiplier)
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return (m, )
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class ModelAdd:
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@classmethod
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def INPUT_TYPES(s):
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return {"required": { "model1": ("MODEL",),
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"model2": ("MODEL",),
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}}
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RETURN_TYPES = ("MODEL",)
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FUNCTION = "merge"
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CATEGORY = "_for_testing/model_merging"
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def merge(self, model1, model2):
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m = model1.clone()
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kp = model2.get_key_patches("diffusion_model.")
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for k in kp:
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m.add_patches({k: kp[k]}, 1.0, 1.0)
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return (m, )
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class CLIPMergeSimple:
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@classmethod
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def INPUT_TYPES(s):
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@ -144,6 +182,8 @@ class CheckpointSave:
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NODE_CLASS_MAPPINGS = {
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"ModelMergeSimple": ModelMergeSimple,
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"ModelMergeBlocks": ModelMergeBlocks,
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"ModelMergeSubtract": ModelSubtract,
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"ModelMergeAdd": ModelAdd,
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"CheckpointSave": CheckpointSave,
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"CLIPMergeSimple": CLIPMergeSimple,
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}
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