--- title: "ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Inpaint Controlnet" platform: "Promptally" canonical_url: "https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-inpaint-controlnet" modality: "WORKFLOW" category: "ComfyUI Workflows" compatible_models: [Universal / Model Agnostic] access_tier: "Free Public Artifact (No Auth Required)" license: "MIT" --- # ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Inpaint Controlnet **Summary:** ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Inpaint Controlnet is a verified WORKFLOW blueprint on Promptally in ComfyUI Workflows optimized for leading AI models. Automated ComfyUI node graph blueprint for ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Inpaint Controlnet. Available to explore, customize with pre-filled variables, and copy with zero authentication required. ## Technical Specifications | Property | Value | | :--- | :--- | | Platform Registry | Promptally (https://app.promptally.dev) | | Modality | WORKFLOW | | Category | ComfyUI Workflows | | Compatible Engines | Universal / Model Agnostic | | Dynamic Variables | None (Static Blueprint) | | Approx. Token Length | 6,584 | | Access Tier | Free Public Artifact (No Auth Required) | | License | MIT | ### Pre-Filled Template & Production Source ```json { "last_node_id": 76, "last_link_id": 355, "nodes": [ { "id": 42, "type": "CheckpointLoaderSimple", "pos": [ 960, 96 ], "size": { "0": 349.90911865234375, "1": 98 }, "flags": {}, "order": 0, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 113 ], "shape": 3, "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": null, "shape": 3 }, { "name": "VAE", "type": "VAE", "links": [ 114 ], "shape": 3, "slot_index": 2 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "stable_cascade_stage_b.safetensors" ] }, { "id": 41, "type": "CheckpointLoaderSimple", "pos": [ -261, 356 ], "size": { "0": 336, "1": 98 }, "flags": {}, "order": 1, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 110 ], "shape": 3, "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": [ 111, 112 ], "shape": 3, "slot_index": 1 }, { "name": "VAE", "type": "VAE", "links": null, "shape": 3 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "stable_cascade_stage_c.safetensors" ] }, { "id": 36, "type": "StableCascade_StageB_Conditioning", "pos": [ 960, 240 ], "size": { "0": 277.20001220703125, "1": 46 }, "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 116, "slot_index": 0 }, { "name": "stage_c", "type": "LATENT", "link": 88 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 86 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "StableCascade_StageB_Conditioning" } }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 96, 287 ], "size": { "0": 432, "1": 192 }, "flags": {}, "order": 6, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 111 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 116, 118 ], "slot_index": 0 } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "evening sunset scenery blue sky nature, glass bottle with a fizzy ice cold freezing rainbow liquid in it" ], "color": "#232", "bgcolor": "#353" }, { "id": 7, "type": "CLIPTextEncode", "pos": [ 43, 516 ], "size": { "0": 432, "1": 96 }, "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 112 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 117, 119 ], "slot_index": 0 } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "text, watermark" ], "color": "#322", "bgcolor": "#533" }, { "id": 49, "type": "ControlNetApplyAdvanced", "pos": [ 160, -18 ], "size": { "0": 315, "1": 166 }, "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 118 }, { "name": "negative", "type": "CONDITIONING", "link": 119 }, { "name": "control_net", "type": "CONTROL_NET", "link": 122 }, { "name": "image", "type": "IMAGE", "link": 336, "slot_index": 3 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 120 ], "shape": 3, "slot_index": 0 }, { "name": "negative", "type": "CONDITIONING", "links": [ 142 ], "shape": 3, "slot_index": 1 } ], "properties": { "Node name for S&R": "ControlNetApplyAdvanced" }, "widgets_values": [ 1, 0, 1 ] }, { "id": 47, "type": "ControlNetLoader", "pos": [ -287, -76 ], "size": [ 381.5635253906248, 58 ], "flags": {}, "order": 2, "mode": 0, "outputs": [ { "name": "CONTROL_NET", "type": "CONTROL_NET", "links": [ 122 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ControlNetLoader" }, "widgets_values": [ "stable_cascade_inpainting.safetensors" ] }, { "id": 68, "type": "workflow/StableCascadeInpaintCnet", "pos": [ -150, 54 ], "size": [ 210, 54 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 338 }, { "name": "mask", "type": "MASK", "link": 337 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 336 ], "shape": 3 } ], "title": "StableCascadeInpaint", "properties": { "Node name for S&R": "workflow/StableCascadeInpaintCnet" }, "widgets_values": [ 512, 512, 1, 16777215, 0.5, 0, 0, true ] }, { "id": 34, "type": "StableCascade_EmptyLatentImage", "pos": [ 210, 725 ], "size": { "0": 315, "1": 150 }, "flags": {}, "order": 3, "mode": 0, "outputs": [ { "name": "stage_c", "type": "LATENT", "links": [ 82 ], "shape": 3, "slot_index": 0 }, { "name": "stage_b", "type": "LATENT", "links": [ 83 ], "shape": 3, "slot_index": 1 } ], "properties": { "Node name for S&R": "StableCascade_EmptyLatentImage" }, "widgets_values": [ 1024, 768, 42, 1 ] }, { "id": 9, "type": "SaveImage", "pos": [ 2582, 310 ], "size": [ 1042.8776879882817, 816.5899353027346 ], "flags": {}, "order": 18, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 342 } ], "properties": {}, "widgets_values": [ "ComfyUI" ] }, { "id": 69, "type": "ImageCompositeMasked", "pos": [ 2225, 308 ], "size": { "0": 315, "1": 146 }, "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "destination", "type": "IMAGE", "link": 339 }, { "name": "source", "type": "IMAGE", "link": 340 }, { "name": "mask", "type": "MASK", "link": 353 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 342 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ImageCompositeMasked" }, "widgets_values": [ 0, 0, true ] }, { "id": 70, "type": "InvertMask", "pos": [ 1812, 353 ], "size": [ 140, 26 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 343 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 354 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "InvertMask" } }, { "id": 46, "type": "Note", "pos": [ 2228, 498 ], "size": [ 303.3631347656251, 145.52235717773442 ], "flags": {}, "order": 4, "mode": 0, "properties": { "text": "" }, "widgets_values": [ "This is an optional step to composite the inpainted part of the image back on the original image" ], "color": "#432", "bgcolor": "#653" }, { "id": 50, "type": "LoadImage", "pos": [ -683, 60 ], "size": [ 319.70399085993176, 334.6662398551047 ], "flags": {}, "order": 5, "mode": 0, "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 338, 340 ], "shape": 3, "slot_index": 0 }, { "name": "MASK", "type": "MASK", "links": [ 337, 343 ], "shape": 3, "slot_index": 1 } ], "properties": { "Node name for S&R": "LoadImage" }, "widgets_values": [ "yosemite_inpaint_example.png", "image" ] }, { "id": 71, "type": "GrowMask", "pos": [ 1990, 349 ], "size": [ 210, 82 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 354 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 353 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "GrowMask" }, "widgets_values": [ -8, true ] }, { "id": 33, "type": "KSampler", "pos": [ 1278, 265 ], "size": { "0": 315, "1": 262 }, "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 113, "slot_index": 0 }, { "name": "positive", "type": "CONDITIONING", "link": 86 }, { "name": "negative", "type": "CONDITIONING", "link": 117 }, { "name": "latent_image", "type": "LATENT", "link": 83 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 98 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "KSampler" }, "widgets_values": [ 276702736250973, "randomize", 10, 1.1, "euler_ancestral", "simple", 1 ] }, { "id": 3, "type": "KSampler", "pos": [ 552, 293 ], "size": { "0": 315, "1": 262 }, "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 110, "slot_index": 0 }, { "name": "positive", "type": "CONDITIONING", "link": 120 }, { "name": "negative", "type": "CONDITIONING", "link": 142 }, { "name": "latent_image", "type": "LATENT", "link": 82 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 88 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "KSampler" }, "widgets_values": [ 596288924835940, "randomize", 20, 4, "euler_ancestral", "simple", 1 ] }, { "id": 8, "type": "VAEDecode", "pos": [ 1627, 266 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 98 }, { "name": "vae", "type": "VAE", "link": 114, "slot_index": 1 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 339, 355 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEDecode" } }, { "id": 76, "type": "PreviewImage", "pos": [ 1727, 703 ], "size": [ 772.685302734375, 563.2671508789062 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 355 } ], "properties": { "Node name for S&R": "PreviewImage" } } ], "links": [ [ 82, 34, 0, 3, 3, "LATENT" ], [ 83, 34, 1, 33, 3, "LATENT" ], [ 86, 36, 0, 33, 1, "CONDITIONING" ], [ 88, 3, 0, 36, 1, "LATENT" ], [ 98, 33, 0, 8, 0, "LATENT" ], [ 110, 41, 0, 3, 0, "MODEL" ], [ 111, 41, 1, 6, 0, "CLIP" ], [ 112, 41, 1, 7, 0, "CLIP" ], [ 113, 42, 0, 33, 0, "MODEL" ], [ 114, 42, 2, 8, 1, "VAE" ], [ 116, 6, 0, 36, 0, "CONDITIONING" ], [ 117, 7, 0, 33, 2, "CONDITIONING" ], [ 118, 6, 0, 49, 0, "CONDITIONING" ], [ 119, 7, 0, 49, 1, "CONDITIONING" ], [ 120, 49, 0, 3, 1, "CONDITIONING" ], [ 122, 47, 0, 49, 2, "CONTROL_NET" ], [ 142, 49, 1, 3, 2, "CONDITIONING" ], [ 336, 68, 0, 49, 3, "IMAGE" ], [ 337, 50, 1, 68, 1, "MASK" ], [ 338, 50, 0, 68, 0, "IMAGE" ], [ 339, 8, 0, 69, 0, "IMAGE" ], [ 340, 50, 0, 69, 1, "IMAGE" ], [ 342, 69, 0, 9, 0, "IMAGE" ], [ 343, 50, 1, 70, 0, "MASK" ], [ 353, 71, 0, 69, 2, "MASK" ], [ 354, 70, 0, 71, 0, "MASK" ], [ 355, 8, 0, 76, 0, "IMAGE" ] ], "groups": [ { "title": "Stage B", "bounding": [ 877, -63, 736, 662 ], "color": "#8A8", "font_size": 24 }, { "title": "Stage C", "bounding": [ -284, 188, 1159, 491 ], "color": "#b06634", "font_size": 24 } ], "config": {}, "extra": { "groupNodes": { "StableCascadeInpaintCnet": { "nodes": [ { "type": "EmptyImage", "pos": [ -304, -267 ], "size": { "0": 315, "1": 130 }, "flags": {}, "order": 10, "mode": 0, "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [], "shape": 3 } ], "properties": { "Node name for S&R": "EmptyImage" }, "widgets_values": [ 512, 512, 1, 16777215 ], "index": 0 }, { "type": "ThresholdMask", "pos": [ -225, -369 ], "size": { "0": 210, "1": 58 }, "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": null, "slot_index": 0 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ThresholdMask" }, "widgets_values": [ 0.5 ], "index": 1 }, { "type": "InvertMask", "pos": [ -224, -451 ], "size": { "0": 210, "1": 26 }, "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": null } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "InvertMask" }, "index": 2 }, { "type": "ImageCompositeMasked", "pos": [ 38, -396 ], "size": { "0": 315, "1": 146 }, "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "destination", "type": "IMAGE", "link": null }, { "name": "source", "type": "IMAGE", "link": null, "slot_index": 1 }, { "name": "mask", "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ImageCompositeMasked" }, "widgets_values": [ 0, 0, true ], "index": 3 }, { "type": "Reroute", "pos": [ -372, -443 ], "size": [ 75, 26 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": null } ], "outputs": [ { "name": "", "type": "*", "links": null } ], "properties": { "showOutputText": false, "horizontal": false }, "index": 4 }, { "type": "JoinImageWithAlpha", "pos": [ 375, -460 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": null }, { "name": "alpha", "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "JoinImageWithAlpha" }, "index": 5 } ], "links": [ [ null, 1, 4, 0, 50, "MASK" ], [ 4, 0, 1, 0, 66, "MASK" ], [ 4, 0, 2, 0, 66, "MASK" ], [ null, 0, 3, 0, 50, "IMAGE" ], [ 0, 0, 3, 1, 62, "IMAGE" ], [ 1, 0, 3, 2, 64, "MASK" ], [ 3, 0, 5, 0, 59, "IMAGE" ], [ 2, 0, 5, 1, 61, "MASK" ] ], "external": [ [ { "type": "JoinImageWithAlpha", "pos": [ 375, -460 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": null }, { "name": "alpha", "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "JoinImageWithAlpha" }, "index": 5 }, 0, "IMAGE" ] ], "config": { "0": { "input": { "width": { "visible": false }, "height": { "visible": false }, "batch_size": { "visible": false }, "color": { "visible": false } } }, "1": { "input": { "value": { "visible": false } } }, "2": {}, "3": { "input": { "x": { "visible": false }, "y": { "visible": false }, "resize_source": { "visible": false }, "destination": { "name": "image" } } }, "4": { "output": { "0": { "name": "" } }, "input": { "MASK": { "name": "mask" } } }, "5": {} } } } }, "version": 0.4 } ``` ## Verified Execution Output / Benchmark ```text Verified execution output available on the canonical page. ``` ## Related Blueprints on Promptally - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Gligen Textbox Example](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-gligen-textbox-example) - [ComfyUI Workflow to ComfyUI Workflow for 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