{
	"KSampler": {
		"input": {
			"required": {
				"model": ["MODEL"],
				"seed": ["INT", { "default": 0, "min": 0, "max": 18446744073709551615 }],
				"steps": ["INT", { "default": 20, "min": 1, "max": 10000 }],
				"cfg": ["FLOAT", { "default": 8.0, "min": 0.0, "max": 100.0, "step": 0.5, "round": 0.01 }],
				"sampler_name": [
					[
						"euler",
						"euler_ancestral",
						"heun",
						"dpm_2",
						"dpm_2_ancestral",
						"lms",
						"dpm_fast",
						"dpm_adaptive",
						"dpmpp_2s_ancestral",
						"dpmpp_sde",
						"dpmpp_sde_gpu",
						"dpmpp_2m",
						"dpmpp_2m_sde",
						"dpmpp_2m_sde_gpu",
						"dpmpp_3m_sde",
						"dpmpp_3m_sde_gpu",
						"ddpm",
						"ddim",
						"uni_pc",
						"uni_pc_bh2"
					]
				],
				"scheduler": [["normal", "karras", "exponential", "sgm_uniform", "simple", "ddim_uniform"]],
				"positive": ["CONDITIONING"],
				"negative": ["CONDITIONING"],
				"latent_image": ["LATENT"],
				"denoise": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "KSampler",
		"display_name": "KSampler",
		"description": "",
		"category": "sampling",
		"output_node": false
	},
	"CheckpointLoaderSimple": {
		"input": { "required": { "ckpt_name": [["model1.safetensors", "model2.ckpt"]] } },
		"output": ["MODEL", "CLIP", "VAE"],
		"output_is_list": [false, false, false],
		"output_name": ["MODEL", "CLIP", "VAE"],
		"name": "CheckpointLoaderSimple",
		"display_name": "Load Checkpoint",
		"description": "",
		"category": "loaders",
		"output_node": false
	},
	"CLIPTextEncode": {
		"input": { "required": { "text": ["STRING", { "multiline": true }], "clip": ["CLIP"] } },
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "CLIPTextEncode",
		"display_name": "CLIP Text Encode (Prompt)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"CLIPSetLastLayer": {
		"input": {
			"required": {
				"clip": ["CLIP"],
				"stop_at_clip_layer": ["INT", { "default": -1, "min": -24, "max": -1, "step": 1 }]
			}
		},
		"output": ["CLIP"],
		"output_is_list": [false],
		"output_name": ["CLIP"],
		"name": "CLIPSetLastLayer",
		"display_name": "CLIP Set Last Layer",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"VAEDecode": {
		"input": { "required": { "samples": ["LATENT"], "vae": ["VAE"] } },
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "VAEDecode",
		"display_name": "VAE Decode",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"VAEEncode": {
		"input": { "required": { "pixels": ["IMAGE"], "vae": ["VAE"] } },
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "VAEEncode",
		"display_name": "VAE Encode",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"VAEEncodeForInpaint": {
		"input": {
			"required": {
				"pixels": ["IMAGE"],
				"vae": ["VAE"],
				"mask": ["MASK"],
				"grow_mask_by": ["INT", { "default": 6, "min": 0, "max": 64, "step": 1 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "VAEEncodeForInpaint",
		"display_name": "VAE Encode (for Inpainting)",
		"description": "",
		"category": "latent/inpaint",
		"output_node": false
	},
	"VAELoader": {
		"input": { "required": { "vae_name": [["vae1.safetensors", "vae2.ckpt"]] } },
		"output": ["VAE"],
		"output_is_list": [false],
		"output_name": ["VAE"],
		"name": "VAELoader",
		"display_name": "Load VAE",
		"description": "",
		"category": "loaders",
		"output_node": false
	},
	"EmptyLatentImage": {
		"input": {
			"required": {
				"width": ["INT", { "default": 512, "min": 16, "max": 8192, "step": 8 }],
				"height": ["INT", { "default": 512, "min": 16, "max": 8192, "step": 8 }],
				"batch_size": ["INT", { "default": 1, "min": 1, "max": 64 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "EmptyLatentImage",
		"display_name": "Empty Latent Image",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"LatentUpscale": {
		"input": {
			"required": {
				"samples": ["LATENT"],
				"upscale_method": [["nearest-exact", "bilinear", "area", "bicubic", "bislerp"]],
				"width": ["INT", { "default": 512, "min": 64, "max": 8192, "step": 8 }],
				"height": ["INT", { "default": 512, "min": 64, "max": 8192, "step": 8 }],
				"crop": [["disabled", "center"]]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentUpscale",
		"display_name": "Upscale Latent",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"LatentUpscaleBy": {
		"input": {
			"required": {
				"samples": ["LATENT"],
				"upscale_method": [["nearest-exact", "bilinear", "area", "bicubic", "bislerp"]],
				"scale_by": ["FLOAT", { "default": 1.5, "min": 0.01, "max": 8.0, "step": 0.01 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentUpscaleBy",
		"display_name": "Upscale Latent By",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"LatentFromBatch": {
		"input": {
			"required": {
				"samples": ["LATENT"],
				"batch_index": ["INT", { "default": 0, "min": 0, "max": 63 }],
				"length": ["INT", { "default": 1, "min": 1, "max": 64 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentFromBatch",
		"display_name": "Latent From Batch",
		"description": "",
		"category": "latent/batch",
		"output_node": false
	},
	"RepeatLatentBatch": {
		"input": { "required": { "samples": ["LATENT"], "amount": ["INT", { "default": 1, "min": 1, "max": 64 }] } },
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "RepeatLatentBatch",
		"display_name": "Repeat Latent Batch",
		"description": "",
		"category": "latent/batch",
		"output_node": false
	},
	"SaveImage": {
		"input": {
			"required": { "images": ["IMAGE"], "filename_prefix": ["STRING", { "default": "ComfyUI" }] },
			"hidden": { "prompt": "PROMPT", "extra_pnginfo": "EXTRA_PNGINFO" }
		},
		"output": [],
		"output_is_list": [],
		"output_name": [],
		"name": "SaveImage",
		"display_name": "Save Image",
		"description": "",
		"category": "image",
		"output_node": true
	},
	"PreviewImage": {
		"input": {
			"required": { "images": ["IMAGE"] },
			"hidden": { "prompt": "PROMPT", "extra_pnginfo": "EXTRA_PNGINFO" }
		},
		"output": [],
		"output_is_list": [],
		"output_name": [],
		"name": "PreviewImage",
		"display_name": "Preview Image",
		"description": "",
		"category": "image",
		"output_node": true
	},
	"LoadImage": {
		"input": { "required": { "image": [["example.png"], { "image_upload": true }] } },
		"output": ["IMAGE", "MASK"],
		"output_is_list": [false, false],
		"output_name": ["IMAGE", "MASK"],
		"name": "LoadImage",
		"display_name": "Load Image",
		"description": "",
		"category": "image",
		"output_node": false
	},
	"LoadImageMask": {
		"input": {
			"required": {
				"image": [["example.png"], { "image_upload": true }],
				"channel": [["alpha", "red", "green", "blue"]]
			}
		},
		"output": ["MASK"],
		"output_is_list": [false],
		"output_name": ["MASK"],
		"name": "LoadImageMask",
		"display_name": "Load Image (as Mask)",
		"description": "",
		"category": "mask",
		"output_node": false
	},
	"ImageScale": {
		"input": {
			"required": {
				"image": ["IMAGE"],
				"upscale_method": [["nearest-exact", "bilinear", "area", "bicubic", "lanczos"]],
				"width": ["INT", { "default": 512, "min": 1, "max": 8192, "step": 1 }],
				"height": ["INT", { "default": 512, "min": 1, "max": 8192, "step": 1 }],
				"crop": [["disabled", "center"]]
			}
		},
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "ImageScale",
		"display_name": "Upscale Image",
		"description": "",
		"category": "image/upscaling",
		"output_node": false
	},
	"ImageScaleBy": {
		"input": {
			"required": {
				"image": ["IMAGE"],
				"upscale_method": [["nearest-exact", "bilinear", "area", "bicubic", "lanczos"]],
				"scale_by": ["FLOAT", { "default": 1.0, "min": 0.01, "max": 8.0, "step": 0.01 }]
			}
		},
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "ImageScaleBy",
		"display_name": "Upscale Image By",
		"description": "",
		"category": "image/upscaling",
		"output_node": false
	},
	"ImageInvert": {
		"input": { "required": { "image": ["IMAGE"] } },
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "ImageInvert",
		"display_name": "Invert Image",
		"description": "",
		"category": "image",
		"output_node": false
	},
	"ImageBatch": {
		"input": { "required": { "image1": ["IMAGE"], "image2": ["IMAGE"] } },
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "ImageBatch",
		"display_name": "Batch Images",
		"description": "",
		"category": "image",
		"output_node": false
	},
	"ImagePadForOutpaint": {
		"input": {
			"required": {
				"image": ["IMAGE"],
				"left": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"top": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"right": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"bottom": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"feathering": ["INT", { "default": 40, "min": 0, "max": 8192, "step": 1 }]
			}
		},
		"output": ["IMAGE", "MASK"],
		"output_is_list": [false, false],
		"output_name": ["IMAGE", "MASK"],
		"name": "ImagePadForOutpaint",
		"display_name": "Pad Image for Outpainting",
		"description": "",
		"category": "image",
		"output_node": false
	},
	"EmptyImage": {
		"input": {
			"required": {
				"width": ["INT", { "default": 512, "min": 1, "max": 8192, "step": 1 }],
				"height": ["INT", { "default": 512, "min": 1, "max": 8192, "step": 1 }],
				"batch_size": ["INT", { "default": 1, "min": 1, "max": 64 }],
				"color": ["INT", { "default": 0, "min": 0, "max": 16777215, "step": 1, "display": "color" }]
			}
		},
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
		"name": "EmptyImage",
		"display_name": "EmptyImage",
		"description": "",
		"category": "image",
		"output_node": false
	},
	"ConditioningAverage ": {
		"input": {
			"required": {
				"conditioning_to": ["CONDITIONING"],
				"conditioning_from": ["CONDITIONING"],
				"conditioning_to_strength": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01 }]
			}
		},
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningAverage ",
		"display_name": "Conditioning (Average)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"ConditioningCombine": {
		"input": { "required": { "conditioning_1": ["CONDITIONING"], "conditioning_2": ["CONDITIONING"] } },
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningCombine",
		"display_name": "Conditioning (Combine)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"ConditioningConcat": {
		"input": { "required": { "conditioning_to": ["CONDITIONING"], "conditioning_from": ["CONDITIONING"] } },
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningConcat",
		"display_name": "Conditioning (Concat)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"ConditioningSetArea": {
		"input": {
			"required": {
				"conditioning": ["CONDITIONING"],
				"width": ["INT", { "default": 64, "min": 64, "max": 8192, "step": 8 }],
				"height": ["INT", { "default": 64, "min": 64, "max": 8192, "step": 8 }],
				"x": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"y": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"strength": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01 }]
			}
		},
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningSetArea",
		"display_name": "Conditioning (Set Area)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"ConditioningSetAreaPercentage": {
		"input": {
			"required": {
				"conditioning": ["CONDITIONING"],
				"width": ["FLOAT", { "default": 1.0, "min": 0, "max": 1.0, "step": 0.01 }],
				"height": ["FLOAT", { "default": 1.0, "min": 0, "max": 1.0, "step": 0.01 }],
				"x": ["FLOAT", { "default": 0, "min": 0, "max": 1.0, "step": 0.01 }],
				"y": ["FLOAT", { "default": 0, "min": 0, "max": 1.0, "step": 0.01 }],
				"strength": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01 }]
			}
		},
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningSetAreaPercentage",
		"display_name": "Conditioning (Set Area with Percentage)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"ConditioningSetMask": {
		"input": {
			"required": {
				"conditioning": ["CONDITIONING"],
				"mask": ["MASK"],
				"strength": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 10.0, "step": 0.01 }],
				"set_cond_area": [["default", "mask bounds"]]
			}
		},
		"output": ["CONDITIONING"],
		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "ConditioningSetMask",
		"display_name": "Conditioning (Set Mask)",
		"description": "",
		"category": "conditioning",
		"output_node": false
	},
	"KSamplerAdvanced": {
		"input": {
			"required": {
				"model": ["MODEL"],
				"add_noise": [["enable", "disable"]],
				"noise_seed": ["INT", { "default": 0, "min": 0, "max": 18446744073709551615 }],
				"steps": ["INT", { "default": 20, "min": 1, "max": 10000 }],
				"cfg": ["FLOAT", { "default": 8.0, "min": 0.0, "max": 100.0, "step": 0.5, "round": 0.01 }],
				"sampler_name": [
					[
						"euler",
						"euler_ancestral",
						"heun",
						"dpm_2",
						"dpm_2_ancestral",
						"lms",
						"dpm_fast",
						"dpm_adaptive",
						"dpmpp_2s_ancestral",
						"dpmpp_sde",
						"dpmpp_sde_gpu",
						"dpmpp_2m",
						"dpmpp_2m_sde",
						"dpmpp_2m_sde_gpu",
						"dpmpp_3m_sde",
						"dpmpp_3m_sde_gpu",
						"ddpm",
						"ddim",
						"uni_pc",
						"uni_pc_bh2"
					]
				],
				"scheduler": [["normal", "karras", "exponential", "sgm_uniform", "simple", "ddim_uniform"]],
				"positive": ["CONDITIONING"],
				"negative": ["CONDITIONING"],
				"latent_image": ["LATENT"],
				"start_at_step": ["INT", { "default": 0, "min": 0, "max": 10000 }],
				"end_at_step": ["INT", { "default": 10000, "min": 0, "max": 10000 }],
				"return_with_leftover_noise": [["disable", "enable"]]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "KSamplerAdvanced",
		"display_name": "KSampler (Advanced)",
		"description": "",
		"category": "sampling",
		"output_node": false
	},
	"SetLatentNoiseMask": {
		"input": { "required": { "samples": ["LATENT"], "mask": ["MASK"] } },
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "SetLatentNoiseMask",
		"display_name": "Set Latent Noise Mask",
		"description": "",
		"category": "latent/inpaint",
		"output_node": false
	},
	"LatentComposite": {
		"input": {
			"required": {
				"samples_to": ["LATENT"],
				"samples_from": ["LATENT"],
				"x": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"y": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"feather": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentComposite",
		"display_name": "Latent Composite",
		"description": "",
		"category": "latent",
		"output_node": false
	},
	"LatentBlend": {
		"input": {
			"required": {
				"samples1": ["LATENT"],
				"samples2": ["LATENT"],
				"blend_factor": ["FLOAT", { "default": 0.5, "min": 0, "max": 1, "step": 0.01 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentBlend",
		"display_name": "Latent Blend",
		"description": "",
		"category": "_for_testing",
		"output_node": false
	},
	"LatentRotate": {
		"input": {
			"required": { "samples": ["LATENT"], "rotation": [["none", "90 degrees", "180 degrees", "270 degrees"]] }
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentRotate",
		"display_name": "Rotate Latent",
		"description": "",
		"category": "latent/transform",
		"output_node": false
	},
	"LatentFlip": {
		"input": { "required": { "samples": ["LATENT"], "flip_method": [["x-axis: vertically", "y-axis: horizontally"]] } },
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentFlip",
		"display_name": "Flip Latent",
		"description": "",
		"category": "latent/transform",
		"output_node": false
	},
	"LatentCrop": {
		"input": {
			"required": {
				"samples": ["LATENT"],
				"width": ["INT", { "default": 512, "min": 64, "max": 8192, "step": 8 }],
				"height": ["INT", { "default": 512, "min": 64, "max": 8192, "step": 8 }],
				"x": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }],
				"y": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 8 }]
			}
		},
		"output": ["LATENT"],
		"output_is_list": [false],
		"output_name": ["LATENT"],
		"name": "LatentCrop",
		"display_name": "Crop Latent",
		"description": "",
		"category": "latent/transform",
		"output_node": false
	},
	"LoraLoader": {
		"input": {
			"required": {
				"model": ["MODEL"],
				"clip": ["CLIP"],
				"lora_name": [[]],
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		"display_name": "CropMask",
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				"source": ["MASK"],
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		"output_name": ["MASK"],
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		"display_name": "MaskComposite",
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		},
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		"output_name": ["MASK"],
		"name": "FeatherMask",
		"display_name": "FeatherMask",
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				"mask": ["MASK"],
				"expand": ["INT", { "default": 0, "min": 0, "max": 8192, "step": 1 }],
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		},
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		"output_name": ["MASK"],
		"name": "GrowMask",
		"display_name": "GrowMask",
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		"output": ["LATENT"],
		"output_is_list": [true],
		"output_name": ["LATENT"],
		"name": "RebatchLatents",
		"display_name": "Rebatch Latents",
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		"category": "latent/batch",
		"output_node": false
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				"model1": ["MODEL"],
				"model2": ["MODEL"],
				"ratio": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01 }]
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		},
		"output": ["MODEL"],
		"output_is_list": [false],
		"output_name": ["MODEL"],
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		"display_name": "ModelMergeSimple",
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				"model2": ["MODEL"],
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		"output": ["MODEL"],
		"output_is_list": [false],
		"output_name": ["MODEL"],
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		"display_name": "ModelMergeBlocks",
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				"model2": ["MODEL"],
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		"display_name": "ModelMergeSubtract",
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		"output_is_list": [false],
		"output_name": ["MODEL"],
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		"display_name": "ModelMergeAdd",
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				"model": ["MODEL"],
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				"vae": ["VAE"],
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			"hidden": { "prompt": "PROMPT", "extra_pnginfo": "EXTRA_PNGINFO" }
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		"output": [],
		"output_is_list": [],
		"output_name": [],
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		"display_name": "CheckpointSave",
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		"output_node": true
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				"clip2": ["CLIP"],
				"ratio": ["FLOAT", { "default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01 }]
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		},
		"output": ["CLIP"],
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		"output_name": ["CLIP"],
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		"display_name": "CLIPMergeSimple",
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		"output": ["MODEL"],
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		"output_name": ["MODEL"],
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		"display_name": "TomePatchModel",
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			}
		},
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		"output_name": ["CONDITIONING"],
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			}
		},
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		"output_is_list": [false],
		"output_name": ["CONDITIONING"],
		"name": "CLIPTextEncodeSDXL",
		"display_name": "CLIPTextEncodeSDXL",
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				"low_threshold": ["FLOAT", { "default": 0.4, "min": 0.01, "max": 0.99, "step": 0.01 }],
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		},
		"output": ["IMAGE"],
		"output_is_list": [false],
		"output_name": ["IMAGE"],
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		"display_name": "Canny",
		"description": "",
		"category": "image/preprocessors",
		"output_node": false
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				"model": ["MODEL"],
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		},
		"output": ["MODEL"],
		"output_is_list": [false],
		"output_name": ["MODEL"],
		"name": "FreeU",
		"display_name": "FreeU",
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		"output_node": false
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}