CLIPMerge Simple

Documentation

• Class name: CLIPMergeSimple

• Category: advanced/model_merging

• Output node: False

This node specializes in merging two CLIP models based on a specified ratio, effectively blending their characteristics. It selectively applies patches from one model to another, excluding specific components like position IDs and logit scale, to create a hybrid model that combines features from both source models.

Input types

Parameter	Comfy dtype	Description
clip1	CLIP	The first CLIP model to be merged. It serves as the base model for the merging process.
clip2	CLIP	The second CLIP model to be merged. Its key patches, except for position IDs and logit scale, are applied to the first model based on the specified ratio.
ratio	FLOAT	Determines the proportion of features from the second model to blend into the first model. A ratio of 1.0 means fully adopting the second model’s features, while 0.0 retains only the first model’s features.

Output types

Parameter	Comfy dtype	Description
clip	CLIP	The resulting merged CLIP model, incorporating features from both input models according to the specified ratio.