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Maxed-Out-99 a5db511a70 Simplify mask preview defaults 
Removes the obsolete pass_through input from ImageAndMaskPreviewMXD and resets the default mask_color to black. This aligns the node behavior with its current always-return-composite implementation and updates the schema baseline snapshot.
2026-09-29 19:18:02 -07:00

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{
"node_count": 70,
"nodes": {
"BboxDetectorCombinedBatchMXD": {
"category": "MXD/Detector",
"class": "BboxDetectorCombinedBatchMXD",
"display_name": "BBOX Detector Combined Batch MXD",
"function": "detect",
"input_types": {
"required": {
"bbox_detector": {
"type": "BBOX_DETECTOR"
},
"dilation": {
"config": {
"default": 4,
"max": 512,
"min": -512,
"step": 1
},
"type": "INT"
},
"images": {
"type": "IMAGE"
},
"threshold": {
"config": {
"default": 0.5,
"max": 1.0,
"min": 0.0,
"step": 0.01
},
"type": "FLOAT"
}
}
},
"output_node": false,
"return_names": [
"mask"
],
"return_types": [
"MASK"
]
},
"CombineVideos_MXD": {
"category": "MXD/video",
"class": "CombineVideos_MXD",
"display_name": "Combine Videos MXD",
"function": "combine",
"input_types": {
"required": {
"back_video": {
"config": {
"tooltip": "The second video (plays after the first)"
},
"type": "VIDEO"
},
"front_video": {
"config": {
"tooltip": "The first video (plays first)"
},
"type": "VIDEO"
}
}
},
"output_node": false,
"return_names": [
"video"
],
"return_types": [
"VIDEO"
]
},
"CreateAndSaveVideoMXD": {
"category": "video",
"class": "CreateAndSaveVideoMXD",
"display_name": "Create and Save Video MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"audio": {
"config": {
"tooltip": "The audio to add to the video."
},
"type": "AUDIO"
},
"bit_depth": {
"config": {
"default": 8,
"display": "number",
"max": 10,
"min": 8,
"step": 2,
"tooltip": "10-bit keeps smoother gradients, but some players and nodes may not support it."
},
"type": "INT"
}
},
"required": {
"codec": {
"config": {
"options": [
{
"inputs": {
"required": {}
},
"key": "auto"
},
{
"inputs": {
"optional": {
"encoding": [
"COMFY_DYNAMICCOMBO_V3",
{
"display_name": "encoding mode",
"options": [
{
"inputs": {
"required": {}
},
"key": "auto"
},
{
"inputs": {
"required": {
"crf": [
"FLOAT",
{
"default": 23.0,
"max": 51.0,
"min": 0.0,
"step": 1.0,
"tooltip": "Lower values produce higher quality and larger files."
}
]
}
},
"key": "re-encode"
}
],
"tooltip": "Automatic preserves compatible H.264 streams. Re-encode applies a custom CRF."
}
]
},
"required": {}
},
"key": "h264"
}
],
"tooltip": "The codec to use for the video."
},
"type": "COMFY_DYNAMICCOMBO_V3"
},
"filename_prefix": {
"config": {
"default": "video/ComfyUI",
"multiline": false,
"tooltip": "The prefix for the saved file. This may include formatting information."
},
"type": "STRING"
},
"format": {
"config": {
"default": "auto",
"multiselect": false,
"options": [
"auto",
"mp4",
"mkv",
"webm"
],
"tooltip": "The format to save the video as."
},
"type": "COMBO"
},
"fps": {
"config": {
"default": 30.0,
"max": 120.0,
"min": 1.0,
"step": 1.0
},
"type": "FLOAT"
},
"images": {
"config": {
"tooltip": "The images to create a video from."
},
"type": "IMAGE"
}
}
},
"output_node": true,
"return_names": [
"video"
],
"return_types": [
"VIDEO"
]
},
"Crop Image By Mask": {
"category": "MXD/image",
"class": "CropImageByMask",
"display_name": "Crop Image by Mask MXD",
"function": "crop",
"input_types": {
"optional": {
"mask": {
"type": "MASK"
}
},
"required": {
"image": {
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": [
"image"
],
"return_types": [
"IMAGE"
]
},
"Extract Workflow From Image MXD": {
"category": "MXD/Image",
"class": "ExtractWorkflowFromImageMXD",
"display_name": "Extract Workflow From Image MXD",
"function": "extract_and_save",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"required": {
"filename_prefix": {
"config": {
"default": "workflow/ComfyUI",
"tooltip": "Output JSON prefix. You can include subfolders, e.g. 'workflow/my_run'."
},
"type": "STRING"
},
"image": {
"config": {
"tooltip": "Any connected image. Used to trigger extraction/save."
},
"type": "IMAGE"
}
}
},
"output_node": true,
"return_names": [
"json_path"
],
"return_types": [
"STRING"
]
},
"Flux 2 Empty Latent Image": {
"category": "MXD/Latent",
"class": "Flux2EmptyLatentImage",
"display_name": "Flux 2 Empty Latent Image MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "The number of latent images in the batch."
},
"type": "INT"
},
"resolution": {
"config": {
"default": "Square (1:1) 1024x1024"
},
"type": {
"combo": [
"— High Resolutions —",
"Square (1:1) 1408x1408",
"Standard (4:3) 1664x1216",
"Landscape (3:2) 1728x1152",
"Widescreen (16:9) 1920x1088",
"Ultrawide (21:9) 2176x960",
"— Standard Resolutions —",
"Square (1:1) 1024x1024",
"Standard (4:3) 1152x896",
"Landscape (3:2) 1216x832",
"Widescreen (16:9) 1344x768",
"Ultrawide (21:9) 1536x640",
"— Low Resolutions —",
"Square (1:1) 320x320",
"Standard (4:3) 448x320",
"Landscape (3:2) 384x256",
"Widescreen (16:9) 448x256",
"Ultrawide (21:9) 576x256"
]
}
},
"vertical": {
"config": {
"default": false
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"Flux Empty Latent Image": {
"category": "MXD/Latent",
"class": "FluxEmptyLatentImage",
"display_name": "Flux Empty Latent Image MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "The number of latent images in the batch."
},
"type": "INT"
},
"resolution": {
"config": {
"default": "Square (1:1) 1024x1024"
},
"type": {
"combo": [
"— High Resolutions —",
"Square (1:1) 1408x1408",
"Standard (4:3) 1664x1216",
"Landscape (3:2) 1728x1152",
"Widescreen (16:9) 1920x1088",
"Ultrawide (21:9) 2176x960",
"— Standard Resolutions —",
"Square (1:1) 1024x1024",
"Standard (4:3) 1152x896",
"Landscape (3:2) 1216x832",
"Widescreen (16:9) 1344x768",
"Ultrawide (21:9) 1536x640",
"— Low Resolutions —",
"Square (1:1) 320x320",
"Standard (4:3) 448x320",
"Landscape (3:2) 384x256",
"Widescreen (16:9) 448x256",
"Ultrawide (21:9) 576x256"
]
}
},
"vertical": {
"config": {
"default": false
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"Flux Image Scale To Total Pixels (Flux Safe)": {
"category": "MXD/Upscaling",
"class": "FluxImageScaleToTotalPixelsSafe",
"display_name": "Scale Flux Image MXD",
"function": "upscale",
"input_types": {
"required": {
"image": {
"type": "IMAGE"
},
"total_megapixels": {
"config": {
"default": 1.0,
"max": 128.0,
"min": 0.01,
"step": 0.01,
"tooltip": "Set the total megapixels (e.g., 1.0 = 1 MP)"
},
"type": "FLOAT"
},
"upscale_method": {
"config": {
"default": "bilinear"
},
"type": {
"combo": [
"bilinear",
"bicubic",
"lanczos",
"nearest-exact",
"area"
]
}
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"IMAGE"
]
},
"Flux Resolution Selector": {
"category": "MXD/Latent",
"class": "FluxResolutionSelector",
"display_name": "Flux Resolution Selector MXD",
"function": "select_resolution",
"input_types": {
"required": {
"resolution": {
"config": {
"default": "Square (1:1) 1024x1024"
},
"type": {
"combo": [
"— High Resolutions —",
"Square (1:1) 1408x1408",
"Standard (4:3) 1664x1216",
"Landscape (3:2) 1728x1152",
"Widescreen (16:9) 1920x1088",
"Ultrawide (21:9) 2176x960",
"— Standard Resolutions —",
"Square (1:1) 1024x1024",
"Standard (4:3) 1152x896",
"Landscape (3:2) 1216x832",
"Widescreen (16:9) 1344x768",
"Ultrawide (21:9) 1536x640",
"— Low Resolutions —",
"Square (1:1) 320x320",
"Standard (4:3) 448x320",
"Landscape (3:2) 384x256",
"Widescreen (16:9) 448x256",
"Ultrawide (21:9) 576x256"
]
}
}
}
},
"output_node": false,
"return_names": [
"resolution"
],
"return_types": [
"['— High Resolutions —', 'Square (1:1) 1408x1408', 'Standard (4:3) 1664x1216', 'Landscape (3:2) 1728x1152', 'Widescreen (16:9) 1920x1088', 'Ultrawide (21:9) 2176x960', '— Standard Resolutions —', 'Square (1:1) 1024x1024', 'Standard (4:3) 1152x896', 'Landscape (3:2) 1216x832', 'Widescreen (16:9) 1344x768', 'Ultrawide (21:9) 1536x640', '— Low Resolutions —', 'Square (1:1) 320x320', 'Standard (4:3) 448x320', 'Landscape (3:2) 384x256', 'Widescreen (16:9) 448x256', 'Ultrawide (21:9) 576x256']"
]
},
"FluxResolutionMatcher": {
"category": "MXD/Latent",
"class": "FluxResolutionMatcher",
"display_name": "Flux Resolution Matcher MXD",
"function": "match_resolution",
"input_types": {
"required": {
"image": {
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": [
"resolution",
"vertical"
],
"return_types": [
"['— High Resolutions —', 'Square (1:1) 1408x1408', 'Standard (4:3) 1664x1216', 'Landscape (3:2) 1728x1152', 'Widescreen (16:9) 1920x1088', 'Ultrawide (21:9) 2176x960', '— Standard Resolutions —', 'Square (1:1) 1024x1024', 'Standard (4:3) 1152x896', 'Landscape (3:2) 1216x832', 'Widescreen (16:9) 1344x768', 'Ultrawide (21:9) 1536x640', '— Low Resolutions —', 'Square (1:1) 320x320', 'Standard (4:3) 448x320', 'Landscape (3:2) 384x256', 'Widescreen (16:9) 448x256', 'Ultrawide (21:9) 576x256']",
"BOOLEAN"
]
},
"FramesRemoveMXD": {
"category": "MXD/images",
"class": "FramesRemoveMXD",
"display_name": "Remove Frames MXD",
"function": "main",
"input_types": {
"required": {
"count": {
"config": {
"default": 10,
"max": 10000,
"min": 1,
"tooltip": "Number of frames to remove"
},
"type": "INT"
},
"frames": {
"type": "IMAGE"
},
"mode": {
"config": {
"default": "start",
"tooltip": "Remove frames from the start or end of the sequence"
},
"type": {
"combo": [
"start",
"end"
]
}
},
"offset": {
"config": {
"default": 1,
"max": 10000,
"min": 1,
"tooltip": "How far into the video to start removal (from start or end)"
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"image"
],
"return_types": [
"IMAGE"
]
},
"Frames_Remove_From_Start_MXD": {
"category": "MXD/images",
"class": "Frames_Remove_From_Start_MXD",
"display_name": "Remove Frames From Start MXD",
"function": "main",
"input_types": {
"required": {
"count": {
"config": {
"default": 10,
"max": 10000,
"min": 1,
"tooltip": "Number of frames to remove from the start"
},
"type": "INT"
},
"frames": {
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": [
"image"
],
"return_types": [
"IMAGE"
]
},
"Frames_Select_StartEnd_MXD": {
"category": "MXD/images",
"class": "Frames_Select_StartEnd_MXD",
"display_name": "Select Frames MXD",
"function": "main",
"input_types": {
"required": {
"count": {
"config": {
"default": 1,
"max": 10000,
"min": 1,
"tooltip": "Number of frames to select"
},
"type": "INT"
},
"frames": {
"type": "IMAGE"
},
"mode": {
"config": {
"default": "end",
"tooltip": "Select frames from the start or end of the sequence"
},
"type": {
"combo": [
"start",
"end"
]
}
},
"offset": {
"config": {
"default": 1,
"max": 10000,
"min": 1,
"tooltip": "How far into the video to start selection (from start or end)"
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"image"
],
"return_types": [
"IMAGE"
]
},
"Get Latent Size": {
"category": "MXD/Latent",
"class": "GetLatentSizeMXD",
"display_name": "Get Latent Size MXD",
"function": "get_size",
"input_types": {
"required": {
"latent": {
"type": "LATENT"
}
}
},
"output_node": false,
"return_names": [
"width",
"height"
],
"return_types": [
"INT",
"INT"
]
},
"GroupVideoFramesMXD": {
"category": "MXD/Video",
"class": "GroupVideoFramesMXD",
"display_name": "Group Video Frames MXD",
"function": "group_frames",
"input_types": {
"required": {
"frames": {
"type": "IMAGE"
},
"group_size": {
"config": {
"default": 81,
"max": 5000,
"min": 1,
"step": 1
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"IMAGE_GROUPS"
],
"return_types": [
"IMAGE"
]
},
"Image Comparer + Save MXD": {
"category": "MXD",
"class": "MxdImageComparerSave",
"display_name": "Image Comparer MXD",
"function": "compare_and_save",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"new_image (displayed first)": {
"config": {
"tooltip": "New image to compare/save. Displayed first."
},
"type": "IMAGE"
},
"original_image": {
"config": {
"tooltip": "Original image for comparison. Shown on slide."
},
"type": "IMAGE"
}
},
"required": {
"filename_prefix": {
"config": {
"default": "ComfyUI",
"tooltip": "Base prefix for saved files. A suffix is added when both images are present."
},
"type": "STRING"
},
"mode": {
"config": {
"default": "Save (New Img) + Preview",
"tooltip": "Choose whether to save the new image or preview only."
},
"type": {
"combo": [
"Save (New Img) + Preview",
"Preview Only"
]
}
}
}
},
"output_node": true,
"return_names": [
"images"
],
"return_types": [
"IMAGE"
]
},
"Image Scale To Total Pixels (SDXL Safe)": {
"category": "MXD/Upscaling",
"class": "SDXLImageScaleToTotalPixelsSafe",
"display_name": "Scale SDXL Image MXD",
"function": "upscale",
"input_types": {
"required": {
"image": {
"type": "IMAGE"
},
"total_megapixels": {
"config": {
"default": 1.0,
"max": 128.0,
"min": 0.01,
"step": 0.01,
"tooltip": "Set the total megapixels (e.g., 1.0 = 1 MP)"
},
"type": "FLOAT"
},
"upscale_method": {
"config": {
"default": "bilinear"
},
"type": {
"combo": [
"bilinear",
"bicubic",
"lanczos",
"nearest-exact",
"area"
]
}
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"IMAGE"
]
},
"ImageAndMaskPreviewMXD": {
"category": "MXD/Image",
"class": "ImageAndMaskPreviewMXD",
"display_name": "Image and Mask Preview MXD",
"function": "execute",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"image": {
"type": "IMAGE"
},
"mask": {
"type": "MASK"
}
},
"required": {
"mask_color": {
"config": {
"default": "0, 0, 0",
"tooltip": "RGB/RGBA CSV, hex, or color name."
},
"type": "STRING"
},
"mask_opacity": {
"config": {
"default": 1.0,
"max": 1.0,
"min": 0.0,
"step": 0.01
},
"type": "FLOAT"
}
}
},
"output_node": false,
"return_names": [
"composite"
],
"return_types": [
"IMAGE"
]
},
"Krea2EditGroundedEncodeMXD": {
"category": "MXD/Krea",
"class": "Krea2EditGroundedEncodeMXD",
"display_name": "Krea2 Edit MXD",
"function": "encode",
"input_types": {
"optional": {
"grounding_px": {
"config": {
"default": 768,
"max": 4096,
"min": 0,
"step": 64,
"tooltip": "Maximum longest side fed to Qwen3-VL; 0 uses native resolution."
},
"type": "INT"
},
"image": {
"type": "IMAGE"
},
"image_b": {
"config": {
"tooltip": "Optional second reference (subject) for multi-reference LoRAs; the first image is the scene."
},
"type": "IMAGE"
}
},
"required": {
"clip": {
"type": "CLIP"
},
"prompt": {
"config": {
"default": "",
"multiline": true
},
"type": "STRING"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"CONDITIONING"
]
},
"Krea2EditModelPatchMXD": {
"category": "MXD/Krea",
"class": "Krea2EditModelPatchMXD",
"display_name": "Krea 2 Edit MXD",
"function": "patch",
"input_types": {
"optional": {
"image_1_boost": {
"config": {
"default": 1.0,
"max": 1000.0,
"min": 0.0,
"round": 0.001,
"step": 0.01,
"tooltip": "Attention strength for Image 1. 1.0 = unchanged."
},
"type": "FLOAT"
},
"image_1_boost_mask": {
"config": {
"tooltip": "Optional mask limiting Image 1 Boost to a region such as a face. White areas are boosted."
},
"type": "MASK"
},
"image_2": {
"config": {
"tooltip": "Optional second reference, usually a subject to place into Image 1."
},
"type": "IMAGE"
},
"image_2_boost": {
"config": {
"default": 1.0,
"max": 1000.0,
"min": 0.0,
"round": 0.001,
"step": 0.01,
"tooltip": "Attention strength for Image 2. 1.0 = unchanged; no effect when Image 2 is disconnected."
},
"type": "FLOAT"
},
"image_2_boost_mask": {
"config": {
"tooltip": "Optional mask limiting Image 2 Boost to a region such as a face. White areas are boosted; no effect when Image 2 is disconnected."
},
"type": "MASK"
},
"vae": {
"config": {
"tooltip": "Required. VAE used to encode the reference images."
},
"type": "VAE"
}
},
"required": {
"image_1": {
"config": {
"tooltip": "Primary reference image, usually the scene or image to edit."
},
"type": "IMAGE"
},
"model": {
"type": "MODEL"
}
}
},
"output_node": false,
"return_names": [
"model",
"source_latent"
],
"return_types": [
"MODEL",
"LATENT"
]
},
"KreaLayerVarianceMXD": {
"category": "MXD/conditioning",
"class": "KreaLayerVarianceMXD",
"display_name": "Krea Layer Variance",
"function": "apply_variance",
"input_types": {
"required": {
"conditioning": {
"type": "CONDITIONING"
},
"seed": {
"config": {
"control_after_generate": true,
"default": 0,
"max": 18446744073709551615,
"min": 0,
"tooltip": "Controls only the layer-aware conditioning variation. Set this widget to randomize or increment between generations."
},
"type": "INT"
},
"strength": {
"config": {
"default": 6.0,
"max": 45.0,
"min": 0.0,
"step": 0.5,
"tooltip": "Rotation in degrees within each Krea text layer. Start at 6; raise gradually for more variation."
},
"type": "FLOAT"
}
}
},
"output_node": false,
"return_names": [
"conditioning"
],
"return_types": [
"CONDITIONING"
]
},
"KreaSeedVarianceMXD": {
"category": "MXD/conditioning",
"class": "KreaSeedVarianceMXD",
"display_name": "Krea Seed Variance",
"function": "apply_variance",
"input_types": {
"required": {
"amount": {
"config": {
"default": 20.0,
"max": 50.0,
"min": 0.0,
"step": 0.5,
"tooltip": "20 matches the RBG Balanced preset for Krea 2. Higher values increase both the noise and the fraction changed."
},
"type": "FLOAT"
},
"conditioning": {
"type": "CONDITIONING"
},
"seed": {
"config": {
"control_after_generate": true,
"default": 0,
"max": 18446744073709551615,
"min": 0,
"tooltip": "Controls only the conditioning variation. Set this widget to randomize or increment between generations."
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"conditioning"
],
"return_types": [
"CONDITIONING"
]
},
"LTXKSampler2_MXD": {
"category": "MXD/Sampling",
"class": "LTXKSampler2MXD",
"display_name": "LTX Stage 2 Refiner MXD",
"function": "sample",
"input_types": {
"required": {
"cfg": {
"config": {
"default": 1.0,
"max": 100.0,
"min": 0.0,
"step": 0.1
},
"type": "FLOAT"
},
"custom_sigmas": {
"config": {
"default": "0.85, 0.725, 0.4219, 0.0",
"multiline": true,
"tooltip": "Only used when mode is Custom Sigmas. Enter comma, space, or newline separated sigma values."
},
"type": "STRING"
},
"latent_image": {
"type": "LATENT"
},
"mode": {
"config": {
"default": "Official Refine"
},
"type": {
"combo": [
"Official Refine",
"Custom Sigmas"
]
}
},
"model": {
"type": "MODEL"
},
"negative": {
"type": "CONDITIONING"
},
"positive": {
"type": "CONDITIONING"
},
"sampler_name": {
"config": {
"default": "euler_cfg_pp"
},
"type": {
"combo": [
"euler_cfg_pp",
"euler_ancestral_cfg_pp",
"euler"
]
}
},
"seed": {
"config": {
"control_after_generate": true,
"default": 0,
"max": 18446744073709551615,
"min": 0
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"latent"
],
"return_types": [
"LATENT"
]
},
"LTXKSampler_MXD": {
"category": "MXD/Sampling",
"class": "LTXKSamplerMXD",
"display_name": "LTX Stage 1 Sampler MXD",
"function": "sample",
"input_types": {
"required": {
"cfg": {
"config": {
"default": 2.0,
"max": 100.0,
"min": 0.0,
"step": 0.1
},
"type": "FLOAT"
},
"custom_sigmas": {
"config": {
"default": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0",
"multiline": true,
"tooltip": "Only used when mode is Custom Sigmas. Enter comma, space, or newline separated sigma values."
},
"type": "STRING"
},
"latent_image": {
"type": "LATENT"
},
"mode": {
"config": {
"default": "Distilled 8 Step"
},
"type": {
"combo": [
"Distilled 8 Step",
"Custom Sigmas"
]
}
},
"model": {
"type": "MODEL"
},
"negative": {
"type": "CONDITIONING"
},
"positive": {
"type": "CONDITIONING"
},
"sampler_name": {
"config": {
"default": "euler_ancestral_cfg_pp"
},
"type": {
"combo": [
"euler_ancestral_cfg_pp",
"euler_cfg_pp",
"euler"
]
}
},
"seed": {
"config": {
"control_after_generate": true,
"default": 0,
"max": 18446744073709551615,
"min": 0
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"latent"
],
"return_types": [
"LATENT"
]
},
"LTXVideoEmptyLatent_MXD": {
"category": "MXD/Latent",
"class": "LTXVideoEmptyLatentMXD",
"display_name": "LTX Empty Latent Video MXD",
"function": "generate",
"input_types": {
"optional": {
"height": {
"config": {
"default": 384,
"max": 8192,
"min": 32,
"step": 32,
"tooltip": "Stage 1 height. Connect the LTX Image Scaler stage1_height output for I2V workflows."
},
"type": "INT"
},
"width": {
"config": {
"default": 640,
"max": 8192,
"min": 32,
"step": 32,
"tooltip": "Stage 1 width. Connect the LTX Image Scaler stage1_width output for I2V workflows."
},
"type": "INT"
}
},
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "Number of latent videos in the batch."
},
"type": "INT"
},
"length": {
"config": {
"default": 97,
"max": 1025,
"min": 9,
"step": 8,
"tooltip": "Number of frames. Must be 8n+1 (e.g. 25, 49, 73, 97, 121, 201)."
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": [
"latent",
"length"
],
"return_types": [
"LATENT",
"INT"
]
},
"LTX_Image_Scaler_MXD": {
"category": "image/processing",
"class": "LTX_Image_Scaler_MXD",
"display_name": "LTX Video Image Scaler MXD",
"function": "scale",
"input_types": {
"required": {
"crop_to_fit": {
"config": {
"default": true,
"label_off": "Closest Fit (No Crop)",
"label_on": "Crop Edges"
},
"type": "BOOLEAN"
},
"image": {
"type": "IMAGE"
},
"tier": {
"config": {
"default": "1080p"
},
"type": {
"combo": [
"1080p",
"720p",
"576p"
]
}
}
}
},
"output_node": false,
"return_names": [
"image",
"width",
"height"
],
"return_types": [
"IMAGE",
"INT",
"INT"
]
},
"LatentHalfMasks": {
"category": "MXD/latent",
"class": "LatentHalfMasks",
"display_name": "Latent to L/R Masks MXD",
"function": "make_masks",
"input_types": {
"required": {
"latent": {
"type": "LATENT"
}
}
},
"output_node": false,
"return_names": [
"mask_left",
"mask_right"
],
"return_types": [
"MASK",
"MASK"
]
},
"LatentPipeUnpack_MXD": {
"category": "MXD/Latents",
"class": "LatentPipeUnpack_MXD",
"display_name": "Unpack Latent Pipe MXD",
"function": "unpack",
"input_types": {
"required": {
"latent_pipe": {
"type": "MXD_LATENT_PIPE"
}
}
},
"output_node": false,
"return_names": [
"shift",
"positive",
"negative",
"samples",
"steps",
"cfg",
"sampler_name",
"scheduler",
"end_at_step",
"filename_prefix",
"trim_latent",
"high_workflow"
],
"return_types": [
"FLOAT",
"CONDITIONING",
"CONDITIONING",
"LATENT",
"INT",
"FLOAT",
"['euler', 'euler_cfg_pp', 'euler_ancestral', 'euler_ancestral_cfg_pp', 'heun', 'heunpp2', 'exp_heun_2_x0', 'exp_heun_2_x0_sde', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_2s_ancestral_cfg_pp', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_cfg_pp', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2m_sde_heun', 'dpmpp_2m_sde_heun_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'ipndm', 'ipndm_v', 'deis', 'cfgpp_ud10_ab', 'res_multistep', 'res_multistep_cfg_pp', 'res_multistep_ancestral', 'res_multistep_ancestral_cfg_pp', 'gradient_estimation', 'gradient_estimation_cfg_pp', 'er_sde', 'seeds_2', 'seeds_3', 'sa_solver', 'sa_solver_pece', 'ddim', 'uni_pc', 'uni_pc_bh2']",
"['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal']",
"INT",
"STRING",
"INT",
"STRING"
]
},
"Load Image Batch MXD": {
"category": "MXD/Image",
"class": "LoadImageBatchMXD",
"display_name": "Load Image Batch (Inputs/Outputs) MXD",
"function": "load_batch",
"input_types": {
"required": {
"folder": {
"config": {
"default": "<dynamic-combo-default>"
},
"type": {
"combo": "nonempty",
"dynamic": true
}
},
"source": {
"config": {
"default": "outputs"
},
"type": {
"combo": [
"outputs",
"inputs"
]
}
}
}
},
"output_node": false,
"return_names": [
"IMAGE",
"MASK",
"positive",
"negative"
],
"return_types": [
"IMAGE",
"MASK",
"STRING",
"STRING"
]
},
"Load Video Batch MXD": {
"category": "MXD/Video",
"class": "LoadVideoBatchMXD",
"display_name": "Load Video Batch (Inputs/Outputs) MXD",
"function": "load_batch",
"input_types": {
"required": {
"folder": {
"config": {
"default": "<dynamic-combo-default>"
},
"type": {
"combo": "nonempty",
"dynamic": true
}
},
"source": {
"config": {
"default": "outputs"
},
"type": {
"combo": [
"outputs",
"inputs"
]
}
}
}
},
"output_node": false,
"return_names": [
"VIDEO"
],
"return_types": [
"VIDEO"
]
},
"LoadCheckpointMXD": {
"category": "MXD/Loaders",
"class": "LoadCheckpointMXD",
"display_name": "Load Checkpoint MXD",
"function": "load_checkpoint",
"input_types": {
"required": {
"ckpt_name": {
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"MODEL",
"CLIP",
"VAE"
]
},
"LoadImageFromFolderMXD": {
"category": "MXD/Image",
"class": "LoadImageFromFolderMXD",
"display_name": "Load Image (From Folder) MXD",
"function": "load_image",
"input_types": {
"required": {
"image": {
"type": {
"combo": "nonempty",
"dynamic": true
}
},
"run_folder": {
"config": {
"default": false,
"tooltip": "When enabled, hitting Queue Prompt auto-queues every image in this file's folder, one after another, instead of just the selected file."
},
"type": "BOOLEAN"
},
"source": {
"config": {
"default": "outputs"
},
"type": {
"combo": [
"outputs",
"inputs"
]
}
}
}
},
"output_node": false,
"return_names": [
"IMAGE",
"MASK",
"positive",
"negative",
"filename"
],
"return_types": [
"IMAGE",
"MASK",
"STRING",
"STRING",
"STRING"
]
},
"LoadImageWithPromptsMXD": {
"category": "image",
"class": "LoadImageWithPromptsMXD",
"display_name": "Load Image MXD",
"function": "load_image",
"input_types": {
"required": {
"image": {
"config": {
"default": "<dynamic-combo-default>",
"image_upload": true
},
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": [
"IMAGE",
"MASK",
"positive",
"negative"
],
"return_types": [
"IMAGE",
"MASK",
"STRING",
"STRING"
]
},
"LoadLatent_I2V_MXD": {
"category": "MXD/Latents",
"class": "LoadLatent_I2V_MXD",
"display_name": "Load Latent MXD",
"function": "load",
"input_types": {
"required": {
"latent": {
"type": {
"combo": "empty",
"dynamic": true
}
},
"refresh_before_run": {
"config": {
"default": false,
"tooltip": "When run_folder is on, re-scan the latents folder for new files right before the queuing loop starts, instead of using the dropdown list as of whenever it was last populated. Use this when another workflow is still writing latents into this folder as you queue this one."
},
"type": "BOOLEAN"
},
"run_folder": {
"config": {
"default": false,
"tooltip": "When enabled, hitting Queue Prompt auto-queues every latent in this file's folder, one after another, instead of just the selected file."
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": [
"shift",
"positive",
"negative",
"samples",
"steps",
"cfg",
"sampler_name",
"scheduler",
"end_at_step",
"filename_prefix",
"trim_latent",
"high_workflow"
],
"return_types": [
"FLOAT",
"CONDITIONING",
"CONDITIONING",
"LATENT",
"INT",
"FLOAT",
"['euler', 'euler_cfg_pp', 'euler_ancestral', 'euler_ancestral_cfg_pp', 'heun', 'heunpp2', 'exp_heun_2_x0', 'exp_heun_2_x0_sde', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_2s_ancestral_cfg_pp', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_cfg_pp', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2m_sde_heun', 'dpmpp_2m_sde_heun_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'ipndm', 'ipndm_v', 'deis', 'cfgpp_ud10_ab', 'res_multistep', 'res_multistep_cfg_pp', 'res_multistep_ancestral', 'res_multistep_ancestral_cfg_pp', 'gradient_estimation', 'gradient_estimation_cfg_pp', 'er_sde', 'seeds_2', 'seeds_3', 'sa_solver', 'sa_solver_pece', 'ddim', 'uni_pc', 'uni_pc_bh2']",
"['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal']",
"INT",
"STRING",
"INT",
"STRING"
]
},
"LoadLatent_I2V_Pipe_MXD": {
"category": "MXD/Latents",
"class": "LoadLatent_I2V_Pipe_MXD",
"display_name": "Load Latent Pipe MXD",
"function": "load_pipe",
"input_types": {
"required": {
"latent": {
"type": {
"combo": "empty",
"dynamic": true
}
},
"refresh_before_run": {
"config": {
"default": false,
"tooltip": "When run_folder is on, re-scan the latents folder for new files right before the queuing loop starts, instead of using the dropdown list as of whenever it was last populated. Use this when another workflow is still writing latents into this folder as you queue this one."
},
"type": "BOOLEAN"
},
"run_folder": {
"config": {
"default": false,
"tooltip": "When enabled, hitting Queue Prompt auto-queues every latent in this file's folder, one after another, instead of just the selected file."
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": [
"latent_pipe"
],
"return_types": [
"MXD_LATENT_PIPE"
]
},
"LoadLatent_WithParams": {
"category": "MXD/Latents",
"class": "LoadLatent_WithParams",
"display_name": null,
"function": "load",
"input_types": {
"required": {
"latent": {
"type": {
"combo": "empty",
"dynamic": true
}
},
"refresh_before_run": {
"config": {
"default": false,
"tooltip": "When run_folder is on, re-scan the latents folder for new files right before the queuing loop starts, instead of using the dropdown list as of whenever it was last populated. Use this when another workflow is still writing latents into this folder as you queue this one."
},
"type": "BOOLEAN"
},
"run_folder": {
"config": {
"default": false,
"tooltip": "When enabled, hitting Queue Prompt auto-queues every latent in this file's folder, one after another, instead of just the selected file."
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": [
"shift",
"positive",
"negative",
"samples",
"steps",
"cfg",
"sampler_name",
"scheduler",
"end_at_step",
"filename_prefix",
"trim_latent",
"high_workflow"
],
"return_types": [
"FLOAT",
"CONDITIONING",
"CONDITIONING",
"LATENT",
"INT",
"FLOAT",
"['euler', 'euler_cfg_pp', 'euler_ancestral', 'euler_ancestral_cfg_pp', 'heun', 'heunpp2', 'exp_heun_2_x0', 'exp_heun_2_x0_sde', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_2s_ancestral_cfg_pp', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_cfg_pp', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2m_sde_heun', 'dpmpp_2m_sde_heun_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'ipndm', 'ipndm_v', 'deis', 'cfgpp_ud10_ab', 'res_multistep', 'res_multistep_cfg_pp', 'res_multistep_ancestral', 'res_multistep_ancestral_cfg_pp', 'gradient_estimation', 'gradient_estimation_cfg_pp', 'er_sde', 'seeds_2', 'seeds_3', 'sa_solver', 'sa_solver_pece', 'ddim', 'uni_pc', 'uni_pc_bh2']",
"['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal']",
"INT",
"STRING",
"INT",
"STRING"
]
},
"LoadLatents_FromFolder_I2V_MXD": {
"category": "MXD/Latents",
"class": "LoadLatents_FromFolder_I2V_MXD",
"display_name": "Load Latent Batch MXD",
"function": "load_batch_i2v",
"input_types": {
"required": {
"subfolder": {
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": [
"shift",
"positive",
"negative",
"samples",
"steps",
"cfg",
"sampler_name",
"scheduler",
"end_at_step",
"filename_prefix",
"trim_latent"
],
"return_types": [
"FLOAT",
"CONDITIONING",
"CONDITIONING",
"LATENT",
"INT",
"FLOAT",
"['euler', 'euler_cfg_pp', 'euler_ancestral', 'euler_ancestral_cfg_pp', 'heun', 'heunpp2', 'exp_heun_2_x0', 'exp_heun_2_x0_sde', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_2s_ancestral_cfg_pp', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_cfg_pp', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2m_sde_heun', 'dpmpp_2m_sde_heun_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'ipndm', 'ipndm_v', 'deis', 'cfgpp_ud10_ab', 'res_multistep', 'res_multistep_cfg_pp', 'res_multistep_ancestral', 'res_multistep_ancestral_cfg_pp', 'gradient_estimation', 'gradient_estimation_cfg_pp', 'er_sde', 'seeds_2', 'seeds_3', 'sa_solver', 'sa_solver_pece', 'ddim', 'uni_pc', 'uni_pc_bh2']",
"['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal']",
"INT",
"STRING",
"INT"
]
},
"LoadLatents_FromFolder_I2V_Pipe_MXD": {
"category": "MXD/Latents",
"class": "LoadLatents_FromFolder_I2V_Pipe_MXD",
"display_name": "Load Latent Batch Pipe MXD",
"function": "load_batch_pipe",
"input_types": {
"required": {
"subfolder": {
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": [
"latent_pipe"
],
"return_types": [
"MXD_LATENT_PIPE"
]
},
"LoadLatents_FromFolder_WithParams": {
"category": "MXD/Latents",
"class": "LoadLatents_FromFolder_WithParams",
"display_name": null,
"function": "load_batch_i2v",
"input_types": {
"required": {
"subfolder": {
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": [
"shift",
"positive",
"negative",
"samples",
"steps",
"cfg",
"sampler_name",
"scheduler",
"end_at_step",
"filename_prefix",
"trim_latent"
],
"return_types": [
"FLOAT",
"CONDITIONING",
"CONDITIONING",
"LATENT",
"INT",
"FLOAT",
"['euler', 'euler_cfg_pp', 'euler_ancestral', 'euler_ancestral_cfg_pp', 'heun', 'heunpp2', 'exp_heun_2_x0', 'exp_heun_2_x0_sde', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_2s_ancestral_cfg_pp', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_cfg_pp', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2m_sde_heun', 'dpmpp_2m_sde_heun_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'ipndm', 'ipndm_v', 'deis', 'cfgpp_ud10_ab', 'res_multistep', 'res_multistep_cfg_pp', 'res_multistep_ancestral', 'res_multistep_ancestral_cfg_pp', 'gradient_estimation', 'gradient_estimation_cfg_pp', 'er_sde', 'seeds_2', 'seeds_3', 'sa_solver', 'sa_solver_pece', 'ddim', 'uni_pc', 'uni_pc_bh2']",
"['simple', 'sgm_uniform', 'karras', 'exponential', 'ddim_uniform', 'beta', 'normal', 'linear_quadratic', 'kl_optimal']",
"INT",
"STRING",
"INT"
]
},
"LoadVideoComponentsMXD": {
"category": "image/video",
"class": "LoadVideoComponentsMXD",
"display_name": "Load Video + Components MXD",
"function": "load",
"input_types": {
"required": {
"file": {
"config": {
"video_upload": true
},
"type": "COMBO"
}
}
},
"output_node": false,
"return_names": [
"video",
"images",
"audio",
"fps",
"bit_depth"
],
"return_types": [
"VIDEO",
"IMAGE",
"AUDIO",
"FLOAT",
"INT"
]
},
"LoadVideoFromFolderMXD": {
"category": "MXD/Video",
"class": "LoadVideoFromFolderMXD",
"display_name": "Load Video (From Folder) MXD",
"function": "load_video",
"input_types": {
"required": {
"run_folder": {
"config": {
"default": false,
"tooltip": "When enabled, hitting Queue Prompt auto-queues every video in this file's folder, one after another, instead of just the selected file."
},
"type": "BOOLEAN"
},
"source": {
"config": {
"default": "outputs"
},
"type": {
"combo": [
"outputs",
"inputs"
]
}
},
"video": {
"type": {
"combo": "nonempty",
"dynamic": true
}
}
}
},
"output_node": false,
"return_names": [
"VIDEO",
"filename"
],
"return_types": [
"VIDEO",
"STRING"
]
},
"LoadVideoMXD": {
"category": "image/video",
"class": "LoadVideoMXD",
"display_name": "Load Video MXD",
"function": "load",
"input_types": {
"required": {
"file": {
"config": {
"remote": {
"control_after_refresh": "first",
"refresh_button": true,
"route": "/mxd/videos/input"
},
"video_upload": true
},
"type": "COMBO"
}
}
},
"output_node": false,
"return_names": [
"video",
"video_path"
],
"return_types": [
"VIDEO",
"STRING"
]
},
"Lora Loader MXD": {
"category": "mxd",
"class": "MxdPowerLoraLoader",
"display_name": "Lora Loader MXD",
"function": "load_loras",
"input_types": {
"hidden": {},
"optional": {
"clip": {
"type": "CLIP"
},
"model": {
"type": "MODEL"
}
},
"required": {}
},
"output_node": false,
"return_names": [
"MODEL",
"CLIP"
],
"return_types": [
"MODEL",
"CLIP"
]
},
"PadImageForOutpaintingMXD": {
"category": "image/transform",
"class": "PadImageForOutpaintingMXD",
"display_name": "Pad Image for Outpainting MXD",
"function": "expand_image",
"input_types": {
"required": {
"bottom": {
"config": {
"default": 0,
"max": 16384,
"min": 0,
"step": 2
},
"type": "INT"
},
"image": {
"type": "IMAGE"
},
"left": {
"config": {
"default": 0,
"max": 16384,
"min": 0,
"step": 2
},
"type": "INT"
},
"right": {
"config": {
"default": 0,
"max": 16384,
"min": 0,
"step": 2
},
"type": "INT"
},
"round_to": {
"config": {
"default": "16"
},
"type": {
"combo": [
"None",
"2",
"8",
"16",
"32",
"64"
]
}
},
"top": {
"config": {
"default": 0,
"max": 16384,
"min": 0,
"step": 2
},
"type": "INT"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"IMAGE",
"MASK"
]
},
"Place Image By Mask": {
"category": "MXD/Image",
"class": "PlaceImageByMask",
"display_name": "Place Image by Mask MXD",
"function": "place_image",
"input_types": {
"optional": {
"maintain_aspect_ratio": {
"config": {
"default": true
},
"type": "BOOLEAN"
}
},
"required": {
"base_image": {
"type": "IMAGE"
},
"mask": {
"type": "MASK"
},
"overlay_image": {
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"IMAGE"
]
},
"PreviewVideoMXD": {
"category": "image/video",
"class": "PreviewVideoMXD",
"display_name": "Preview Video MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"required": {
"input_video": {
"config": {
"tooltip": "Video to preview."
},
"type": "VIDEO"
}
}
},
"output_node": true,
"return_names": [
"output_video"
],
"return_types": [
"VIDEO"
]
},
"Prompt With Guidance (Flux)": {
"category": "MXD/conditioning",
"class": "PromptWithGuidance",
"display_name": "Prompt with Flux Guidance MXD",
"function": "encode_and_guide",
"input_types": {
"required": {
"clip": {
"config": {
"tooltip": "The CLIP model used for encoding the text."
},
"type": "CLIP"
},
"guidance": {
"config": {
"default": 3.5,
"max": 100.0,
"min": 0.0,
"step": 0.1
},
"type": "FLOAT"
},
"text": {
"config": {
"dynamicPrompts": true,
"multiline": true
},
"type": "STRING"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"CONDITIONING"
]
},
"QwenImageEditSingleMXD": {
"category": "MXD/conditioning",
"class": "QwenImageEditSingleMXD",
"display_name": "Qwen Image Edit + Latent MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"optional": {
"image": {
"config": {},
"type": "IMAGE"
},
"vae": {
"config": {},
"type": "VAE"
}
},
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1
},
"type": "INT"
},
"clip": {
"config": {},
"type": "CLIP"
},
"prompt": {
"config": {
"dynamicPrompts": true,
"multiline": true
},
"type": "STRING"
}
}
},
"output_node": false,
"return_names": [
"CONDITIONING",
"LATENT"
],
"return_types": [
"CONDITIONING",
"LATENT"
]
},
"QwenImageEditTripleMXD": {
"category": "advanced/conditioning",
"class": "QwenImageEditTripleMXD",
"display_name": "Qwen Image Edit Prompt MXD (Triple)",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"optional": {
"image1": {
"config": {},
"type": "IMAGE"
},
"image2": {
"config": {},
"type": "IMAGE"
},
"image3": {
"config": {},
"type": "IMAGE"
},
"vae": {
"config": {},
"type": "VAE"
}
},
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1
},
"type": "INT"
},
"clip": {
"config": {},
"type": "CLIP"
},
"prompt": {
"config": {
"dynamicPrompts": true,
"multiline": true
},
"type": "STRING"
}
}
},
"output_node": false,
"return_names": [
"CONDITIONING",
"LATENT"
],
"return_types": [
"CONDITIONING",
"LATENT"
]
},
"Resolution Selector Empty Latent": {
"category": "MXD/Latent",
"class": "ResolutionSelectorEmptyLatentImage",
"display_name": "Empty Latent Image MXD",
"function": "generate",
"input_types": {
"optional": {
"multiple": {
"config": {
"advanced": true,
"default": 8,
"max": 128,
"min": 8,
"step": 8,
"tooltip": "Round the calculated resolution to the nearest multiple of this value. Keep a multiple of 8 for clean latent dimensions."
},
"type": "INT"
}
},
"required": {
"aspect_ratio": {
"config": {
"default": "Square (1:1)"
},
"type": {
"combo": [
"Square (1:1)",
"Standard (4:3)",
"Landscape (3:2)",
"Widescreen (16:9)",
"Ultrawide (21:9)"
]
}
},
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "The number of latent images in the batch."
},
"type": "INT"
},
"megapixels": {
"config": {
"default": 1.0,
"max": 16.0,
"min": 0.1,
"step": 0.1,
"tooltip": "Target total megapixels. 1.0 MP ≈ 1024x1024 for square."
},
"type": "FLOAT"
},
"vertical": {
"config": {
"default": false
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"ResolutionSelectorMXD": {
"category": "MXD/Latent",
"class": "ResolutionSelectorMXD",
"display_name": "Resolution Selector MXD",
"function": "calculate",
"input_types": {
"optional": {
"multiple": {
"config": {
"advanced": true,
"default": 8,
"max": 128,
"min": 8,
"step": 4,
"tooltip": "Round the calculated resolution to the nearest multiple of this value."
},
"type": "INT"
}
},
"required": {
"aspect_ratio": {
"config": {
"default": "Square (1:1)"
},
"type": {
"combo": [
"Square (1:1)",
"Standard (4:3)",
"Landscape (3:2)",
"Widescreen (16:9)",
"Ultrawide (21:9)"
]
}
},
"megapixels": {
"config": {
"default": 1.0,
"max": 16.0,
"min": 0.1,
"step": 0.1,
"tooltip": "Target total megapixels. 1.0 MP ≈ 1024x1024 for square."
},
"type": "FLOAT"
},
"vertical": {
"config": {
"default": false
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": [
"width",
"height"
],
"return_types": [
"INT",
"INT"
]
},
"SDXLResolutionMatcher": {
"category": "MXD/Latent",
"class": "SDXLResolutionMatcher",
"display_name": "SDXL Resolution Matcher MXD",
"function": "match_resolution",
"input_types": {
"required": {
"image": {
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": [
"resolution",
"vertical"
],
"return_types": [
"['Square (1:1) 1024x1024', 'Standard (4:3) 1152x896', 'Landscape (3:2) 1216x832', 'Widescreen (16:9) 1344x768', 'Ultra-Wide (21:9) 1536x640']",
"BOOLEAN"
]
},
"Save Image MXD": {
"category": "MXD/Image",
"class": "SaveImage_MXD",
"display_name": "Save Image MXD",
"function": "save",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"embed_workflow": {
"config": {
"default": true,
"tooltip": "Embed workflow metadata when saving PNG previews/files."
},
"type": "BOOLEAN"
}
},
"required": {
"filename_prefix": {
"config": {
"default": "ComfyUI",
"tooltip": "File name prefix. Tip: you can use a subfolder like 'tests/my_run'."
},
"type": "STRING"
},
"images": {
"config": {
"tooltip": "Images to preview and/or save."
},
"type": "IMAGE"
},
"mode": {
"config": {
"default": "Save + Preview",
"tooltip": "Choose whether to write files to disk, only preview, or save quietly."
},
"type": {
"combo": [
"Save + Preview",
"Save Only",
"Preview only"
]
}
}
}
},
"output_node": true,
"return_names": null,
"return_types": []
},
"SaveCheckpointMXD": {
"category": "MXD/Utils",
"class": "SaveCheckpointMXD",
"display_name": "Save Checkpoint MXD",
"function": "save",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"required": {
"clip": {
"type": "CLIP"
},
"filename_prefix": {
"config": {
"default": "checkpoints/ComfyUI"
},
"type": "STRING"
},
"model": {
"type": "MODEL"
},
"vae": {
"type": "VAE"
}
}
},
"output_node": true,
"return_names": null,
"return_types": []
},
"SaveImageDatasetMXD": {
"category": "MXD/Image",
"class": "SaveImageDatasetMXD",
"display_name": "Save Image (Dataset) MXD",
"function": "save",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"embed_workflow": {
"config": {
"default": false,
"tooltip": "Embed workflow metadata in the saved PNG."
},
"type": "BOOLEAN"
}
},
"required": {
"filename": {
"config": {
"default": "",
"tooltip": "Exact base filename to save as. Any extension is stripped and replaced with .png. Connect the 'filename' output of Load Image (From Folder) MXD to keep dataset pairing with a sidecar .txt."
},
"type": "STRING"
},
"images": {
"config": {
"tooltip": "Images to save."
},
"type": "IMAGE"
},
"source": {
"config": {
"default": "inputs",
"tooltip": "Folder root to save into."
},
"type": {
"combo": [
"inputs",
"outputs"
]
}
},
"subfolder": {
"config": {
"default": "",
"tooltip": "Optional subfolder under the source root, e.g. 'flux_processed'. Use a different subfolder than your source images so you don't overwrite the originals."
},
"type": "STRING"
}
}
},
"output_node": true,
"return_names": [
"filename"
],
"return_types": [
"STRING"
]
},
"SaveLatentMXD": {
"category": "MXD/Latents",
"class": "SaveLatentMXD",
"display_name": null,
"function": "save_only",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
},
"unique_id": {
"type": "UNIQUE_ID"
}
},
"optional": {
"trim_latent": {
"config": {
"default": 0,
"max": 10000,
"min": 0,
"step": 1,
"tooltip": "VACE 2.2 trim_latent value to preserve with this latent. Usually 0 or 1. Ignored for t2v/i2v."
},
"type": "INT"
}
},
"required": {
"filename_prefix": {
"config": {
"default": "ComfyUI",
"tooltip": "Prefix for saved files"
},
"type": "STRING"
},
"negative": {
"config": {
"tooltip": "Negative CONDITIONING to save alongside the latent."
},
"type": "CONDITIONING"
},
"positive": {
"config": {
"tooltip": "Positive CONDITIONING to save alongside the latent."
},
"type": "CONDITIONING"
},
"samples": {
"config": {
"tooltip": "Latent to save."
},
"type": "LATENT"
}
}
},
"output_node": true,
"return_names": null,
"return_types": []
},
"SaveLatent_I2V_MXD": {
"category": "MXD/Latents",
"class": "SaveLatent_I2V_MXD",
"display_name": "Save Latent MXD",
"function": "save_only",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
},
"unique_id": {
"type": "UNIQUE_ID"
}
},
"optional": {
"trim_latent": {
"config": {
"default": 0,
"max": 10000,
"min": 0,
"step": 1,
"tooltip": "VACE 2.2 trim_latent value to preserve with this latent. Usually 0 or 1. Ignored for t2v/i2v."
},
"type": "INT"
}
},
"required": {
"filename_prefix": {
"config": {
"default": "ComfyUI",
"tooltip": "Prefix for saved files"
},
"type": "STRING"
},
"negative": {
"config": {
"tooltip": "Negative CONDITIONING to save alongside the latent."
},
"type": "CONDITIONING"
},
"positive": {
"config": {
"tooltip": "Positive CONDITIONING to save alongside the latent."
},
"type": "CONDITIONING"
},
"samples": {
"config": {
"tooltip": "Latent to save."
},
"type": "LATENT"
}
}
},
"output_node": true,
"return_names": null,
"return_types": []
},
"SaveVideoMXD": {
"category": "image/video",
"class": "SaveVideoMXD",
"display_name": "Save Video MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"hidden": {
"extra_pnginfo": {
"type": "EXTRA_PNGINFO"
},
"prompt": {
"type": "PROMPT"
}
},
"optional": {
"high_workflow": {
"config": {
"forceInput": true,
"multiline": false,
"tooltip": "Connect a Load Latent node's 'high_workflow' output here to carry the high-noise stage's workflow into this video's metadata."
},
"type": "STRING"
}
},
"required": {
"codec": {
"config": {
"default": "auto",
"multiselect": false,
"options": [
"auto",
"h264"
],
"tooltip": "The codec to use for the video."
},
"type": "COMBO"
},
"embed_workflow": {
"config": {
"default": true,
"label_off": "skip",
"label_on": "embed",
"tooltip": "When high_workflow is connected, merge it into this video's embedded workflow so dragging the final video into ComfyUI shows both the high-noise stage and this stage together."
},
"type": "BOOLEAN"
},
"filename_prefix": {
"config": {
"default": "video/ComfyUI",
"multiline": false,
"tooltip": "The prefix for the file to save. This may include formatting information such as %date:yyyy-MM-dd% or %Empty Latent Image.width% to include values from nodes."
},
"type": "STRING"
},
"format": {
"config": {
"default": "auto",
"multiselect": false,
"options": [
"auto",
"mp4"
],
"tooltip": "The format to save the video as."
},
"type": "COMBO"
},
"video": {
"config": {
"tooltip": "The video to save."
},
"type": "VIDEO"
}
}
},
"output_node": true,
"return_names": [],
"return_types": []
},
"Sdxl Empty Latent Image": {
"category": "MXD/Latent",
"class": "SdxlEmptyLatentImage",
"display_name": "SDXL Empty Latent Image MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "The number of latent images in the batch."
},
"type": "INT"
},
"resolution": {
"type": {
"combo": [
"Square (1:1) 1024x1024",
"Standard (4:3) 1152x896",
"Landscape (3:2) 1216x832",
"Widescreen (16:9) 1344x768",
"Ultra-Wide (21:9) 1536x640"
]
}
},
"vertical": {
"config": {
"default": false
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"SkipIfMaskEmptyMXD": {
"category": "MXD/Detector",
"class": "SkipIfMaskEmptyMXD",
"display_name": "Skip If Mask Empty MXD",
"function": "gate",
"input_types": {
"required": {
"mask": {
"type": "MASK"
}
}
},
"output_node": false,
"return_names": [
"mask"
],
"return_types": [
"MASK"
]
},
"SmartCropByMaskMXD": {
"category": "image/transform",
"class": "SmartCropByMaskMXD",
"display_name": "Smart Crop by Mask MXD",
"function": "crop",
"input_types": {
"required": {
"image": {
"type": "IMAGE"
},
"mask": {
"type": "MASK"
}
}
},
"output_node": false,
"return_names": [
"image"
],
"return_types": [
"IMAGE"
]
},
"Video Comparer MXD": {
"category": "MXD/video",
"class": "MxdVideoComparer",
"display_name": "Video Comparer MXD",
"function": "compare_videos",
"input_types": {
"optional": {
"original_video": {
"config": {
"tooltip": "Original video for comparison."
},
"type": "VIDEO"
}
},
"required": {
"new_video": {
"config": {
"tooltip": "New video to compare. This output is passed through."
},
"type": "VIDEO"
}
}
},
"output_node": true,
"return_names": [
"new_video"
],
"return_types": [
"VIDEO"
]
},
"WAN22_I2V_Image_Scaler_MXD": {
"category": "image/processing",
"class": "WAN22_I2V_Image_Scaler_MXD",
"display_name": "Image Scaler Wan 2.2 I2V MXD",
"function": "scale",
"input_types": {
"required": {
"aspect_mode": {
"config": {
"default": "Auto",
"tooltip": "Auto picks wide/tall/square from the source. Use Square/Tall/Wide to force the target bucket shape."
},
"type": {
"combo": [
"Auto",
"Tall",
"Wide",
"Square"
]
}
},
"crop_to_fit": {
"config": {
"default": true,
"label_off": "Closest Fit (No Crop)",
"label_on": "Perfect Fit (Crops Edges)"
},
"type": "BOOLEAN"
},
"image": {
"type": "IMAGE"
},
"tier": {
"config": {
"default": "Auto"
},
"type": {
"combo": [
"Auto",
"480p",
"720p"
]
}
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"IMAGE"
]
},
"WAN22_I2V_Match_Resolution_MXD": {
"category": "image/processing",
"class": "WAN22_I2V_Match_Resolution_MXD",
"display_name": "Match Resolution Wan 2.2 I2V MXD",
"function": "match_resolution",
"input_types": {
"required": {
"enforce_wan_bucket": {
"config": {
"default": false,
"label_off": "No WAN Validation",
"label_on": "Validate WAN Bucket",
"tooltip": "If enabled, reference_image must already be a WAN 2.2 bucket size."
},
"type": "BOOLEAN"
},
"image_to_match": {
"config": {
"tooltip": "Image or batch to resize using the reference image resolution."
},
"type": "IMAGE"
},
"match_mode": {
"config": {
"default": "crop_to_match",
"tooltip": "crop_to_match = exact size via cover+center crop; fit_inside_only = no crop, may be smaller; stretch_exact = exact size with distortion."
},
"type": {
"combo": [
"crop_to_match",
"fit_inside_only",
"stretch_exact"
]
}
},
"reference_image": {
"config": {
"tooltip": "Reference size source (usually the first image after WAN bucket scaling)."
},
"type": "IMAGE"
}
}
},
"output_node": false,
"return_names": [
"matched_image"
],
"return_types": [
"IMAGE"
]
},
"WAN22_I2V_Video_Prep_MXD": {
"category": "MXD/video",
"class": "WAN22_I2V_Video_Prep_MXD",
"display_name": "WAN 2.2 Video Prep I2V MXD",
"function": "prepare",
"input_types": {
"required": {
"aspect_mode": {
"config": {
"default": "Auto",
"tooltip": "Auto picks wide/tall/square from the source. Use Square/Tall/Wide to force the target bucket shape."
},
"type": {
"combo": [
"Auto",
"Tall",
"Wide",
"Square"
]
}
},
"crop_to_fit": {
"config": {
"default": true,
"label_off": "Closest Fit (No Crop)",
"label_on": "Perfect Fit (Crops Edges)"
},
"type": "BOOLEAN"
},
"force_fps": {
"config": {
"default": false,
"label_off": "Keep Source FPS",
"label_on": "Force FPS",
"tooltip": "When enabled, resample frames (drop/duplicate) and set exact target fps."
},
"type": "BOOLEAN"
},
"target_fps": {
"config": {
"default": 16,
"max": 1000,
"min": 1,
"step": 1,
"tooltip": "Used when Force FPS is enabled. Output video fps will be set exactly to this value."
},
"type": "INT"
},
"tier": {
"config": {
"default": "Auto"
},
"type": {
"combo": [
"Auto",
"480p",
"720p"
]
}
},
"video": {
"type": "VIDEO"
}
}
},
"output_node": false,
"return_names": [
"scaled_video",
"images",
"fps"
],
"return_types": [
"VIDEO",
"IMAGE",
"FLOAT"
]
},
"Wan22FirstLastImageToVideoMXD": {
"category": "conditioning/video_models",
"class": "Wan22FirstLastImageToVideoMXD",
"display_name": "Wan 2.2 I2V First & Last Frame MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"optional": {
"end_image": {
"config": {},
"type": "IMAGE"
},
"start_image": {
"config": {},
"type": "IMAGE"
}
},
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1
},
"type": "INT"
},
"length": {
"config": {
"default": 81,
"max": 16384,
"min": 1,
"step": 4
},
"type": "INT"
},
"negative": {
"config": {},
"type": "CONDITIONING"
},
"positive": {
"config": {},
"type": "CONDITIONING"
},
"vae": {
"config": {},
"type": "VAE"
}
}
},
"output_node": false,
"return_names": [
"positive",
"negative",
"latent"
],
"return_types": [
"CONDITIONING",
"CONDITIONING",
"LATENT"
]
},
"Wan22ImageToVideoMXD": {
"category": "conditioning/video_models",
"class": "Wan22ImageToVideoMXD",
"display_name": "Wan 2.2 Image to Video MXD",
"function": "EXECUTE_NORMALIZED",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1
},
"type": "INT"
},
"length": {
"config": {
"default": 81,
"max": 16384,
"min": 1,
"step": 4
},
"type": "INT"
},
"negative": {
"config": {},
"type": "CONDITIONING"
},
"positive": {
"config": {},
"type": "CONDITIONING"
},
"start_image": {
"config": {},
"type": "IMAGE"
},
"vae": {
"config": {},
"type": "VAE"
}
}
},
"output_node": false,
"return_names": [
"positive",
"negative",
"latent"
],
"return_types": [
"CONDITIONING",
"CONDITIONING",
"LATENT"
]
},
"Wan2_2EmptyLatentImageMXD": {
"category": "WAN2.2/Latent",
"class": "Wan2_2EmptyLatentImageMXD",
"display_name": "Wan 2.2 Empty Latent Image MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "Number of latents to generate."
},
"type": "INT"
},
"resolution": {
"config": {
"default": "Square (1:1) 960×960",
"tooltip": "Select target resolution preset."
},
"type": {
"combo": [
"— 720p —",
"Widescreen (16:9) 1280×720",
"— 480p —",
"Widescreen (16:9) 832×480",
"Square (1:1) 624×624"
]
}
},
"vertical": {
"config": {
"default": false,
"label_off": "Landscape",
"label_on": "Vertical",
"tooltip": "Swap width/height for vertical orientation."
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"ZImageTurboEmptyLatentImage": {
"category": "MXD/Latent",
"class": "ZImageTurboEmptyLatentImage",
"display_name": "ZIT Empty Latent Image MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1,
"tooltip": "Number of latent images in the batch."
},
"type": "INT"
},
"resolution": {
"config": {
"default": "Square (1:1) 1024x1024"
},
"type": {
"combo": [
"— High Resolutions —",
"Square (1:1) 1536x1536",
"Photo (4:3) 1792x1344",
"Landscape (3:2) 1920x1280",
"Widescreen (16:9) 2048x1152",
"Ultrawide (21:9) 2304x1024",
"— Standard Resolutions —",
"Square (1:1) 1024x1024",
"Photo (4:3) 1152x896",
"Landscape (3:2) 1280x832",
"Widescreen (16:9) 1344x768",
"Ultrawide (21:9) 1536x640",
"— Low Resolutions —",
"Square (1:1) 512x512",
"Photo (4:3) 576x448",
"Landscape (3:2) 640x448",
"Widescreen (16:9) 704x384",
"Ultrawide (21:9) 768x320"
]
}
},
"vertical": {
"config": {
"default": false,
"tooltip": "Swap width and height."
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
},
"wan22EmptyHunyuanLatentVideoMXD": {
"category": "latent/video",
"class": "wan22EmptyHunyuanLatentVideoMXD",
"display_name": "WAN2.2 Empty Latent Video MXD",
"function": "generate",
"input_types": {
"required": {
"batch_size": {
"config": {
"default": 1,
"max": 4096,
"min": 1
},
"type": "INT"
},
"length": {
"config": {
"default": 81,
"max": 16384,
"min": 1,
"step": 4
},
"type": "INT"
},
"resolution": {
"config": {
"default": "Widescreen (16:9) 832×480"
},
"type": {
"combo": [
"— 720p —",
"Widescreen (16:9) 1280×720",
"Square (1:1) 1024×1024",
"— 480p —",
"Widescreen (16:9) 832×480",
"Square (1:1) 624×624"
]
}
},
"vertical": {
"config": {
"default": false,
"label_off": "Landscape",
"label_on": "Vertical"
},
"type": "BOOLEAN"
}
}
},
"output_node": false,
"return_names": null,
"return_types": [
"LATENT"
]
}
}
}
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