import comfy_extras.nodes_model_merging class ModelMergeSD1(comfy_extras.nodes_model_merging.ModelMergeBlocks): CATEGORY = "advanced/model_merging/model_specific" @classmethod def INPUT_TYPES(s): arg_dict = { "model1": ("MODEL",), "model2": ("MODEL",)} argument = ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01}) arg_dict["time_embed."] = argument arg_dict["label_emb."] = argument for i in range(12): arg_dict["input_blocks.{}.".format(i)] = argument for i in range(3): arg_dict["middle_block.{}.".format(i)] = argument for i in range(12): arg_dict["output_blocks.{}.".format(i)] = argument arg_dict["out."] = argument return {"required": arg_dict} class ModelMergeSDXL(comfy_extras.nodes_model_merging.ModelMergeBlocks): CATEGORY = "advanced/model_merging/model_specific" @classmethod def INPUT_TYPES(s): arg_dict = { "model1": ("MODEL",), "model2": ("MODEL",)} argument = ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01}) arg_dict["time_embed."] = argument arg_dict["label_emb."] = argument for i in range(9): arg_dict["input_blocks.{}".format(i)] = argument for i in range(3): arg_dict["middle_block.{}".format(i)] = argument for i in range(9): arg_dict["output_blocks.{}".format(i)] = argument arg_dict["out."] = argument return {"required": arg_dict} NODE_CLASS_MAPPINGS = { "ModelMergeSD1": ModelMergeSD1, "ModelMergeSD2": ModelMergeSD1, #SD1 and SD2 have the same blocks "ModelMergeSDXL": ModelMergeSDXL, }