Add flux2-bg-inpaint workflow

workflows/flux2-bg-inpaint.json

@@ -0,0 +1,1378 @@
+{
+  "id": "e3b87cb2-b90b-4cdc-b12d-d985e83201f5",
+  "revision": 0,
+  "last_node_id": 24,
+  "last_link_id": 31,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "UNETLoader",
+      "pos": [
+        -40,
+        -500
+      ],
+      "size": [
+        340,
+        82
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            13
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "UNETLoader",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "flux-2-klein-9b.safetensors",
+        "default"
+      ],
+      "title": "Load Flux2 Klein"
+    },
+    {
+      "id": 2,
+      "type": "CLIPLoader",
+      "pos": [
+        -40,
+        -360
+      ],
+      "size": [
+        340,
+        110
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 0,
+          "links": [
+            9
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPLoader",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "qwen_3_8b_fp8mixed.safetensors",
+        "flux2",
+        "default"
+      ]
+    },
+    {
+      "id": 3,
+      "type": "VAELoader",
+      "pos": [
+        -40,
+        -200
+      ],
+      "size": [
+        340,
+        60
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 0,
+          "links": [
+            3,
+            25
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAELoader",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "flux2-vae.safetensors"
+      ]
+    },
+    {
+      "id": 4,
+      "type": "LoadImage",
+      "pos": [
+        -40,
+        -60
+      ],
+      "size": [
+        270,
+        330
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            1,
+            4,
+            27,
+            29
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadImage",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "example.png",
+        "image"
+      ],
+      "title": "Main Image"
+    },
+    {
+      "id": 5,
+      "type": "ImageResizeKJ",
+      "pos": [
+        300,
+        -60
+      ],
+      "size": [
+        300,
+        190
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 1
+        },
+        {
+          "name": "get_image_size",
+          "type": "IMAGE",
+          "link": null,
+          "shape": 7
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            2
+          ]
+        },
+        {
+          "name": "width",
+          "type": "INT",
+          "slot_index": 0,
+          "links": [
+            16
+          ]
+        },
+        {
+          "name": "height",
+          "type": "INT",
+          "slot_index": 0,
+          "links": [
+            17
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ImageResizeKJ",
+        "cnr_id": "comfyui-kjnodes",
+        "aux_id": "kijai/ComfyUI-KJNodes",
+        "ver": "1.2.5"
+      },
+      "widgets_values": [
+        0,
+        0,
+        "lanczos",
+        false,
+        16,
+        "disabled"
+      ],
+      "title": "Fit to /16"
+    },
+    {
+      "id": 6,
+      "type": "VAEEncode",
+      "pos": [
+        640,
+        -60
+      ],
+      "size": [
+        210,
+        60
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 2
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            7,
+            11
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEEncode",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 7,
+      "type": "SAM3Segment",
+      "pos": [
+        300,
+        320
+      ],
+      "size": [
+        300,
+        320
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 4
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": []
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": [
+            5,
+            6
+          ]
+        },
+        {
+          "name": "MASK_IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SAM3Segment",
+        "cnr_id": "comfyui-rmbg",
+        "aux_id": "1038lab/ComfyUI-RMBG",
+        "ver": "3.0.0"
+      },
+      "widgets_values": [
+        "person",
+        "Merged",
+        0.5,
+        0,
+        0,
+        0,
+        0,
+        "Auto",
+        false,
+        false,
+        "Alpha",
+        "#222222"
+      ],
+      "title": "Segment PERSON (SAM3)"
+    },
+    {
+      "id": 8,
+      "type": "GrowMaskWithBlur",
+      "pos": [
+        640,
+        320
+      ],
+      "size": [
+        300,
+        250
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": []
+        },
+        {
+          "name": "mask_inverted",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": [
+            8
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "GrowMaskWithBlur",
+        "cnr_id": "comfyui-kjnodes",
+        "aux_id": "kijai/ComfyUI-KJNodes",
+        "ver": "1.2.5"
+      },
+      "widgets_values": [
+        -4,
+        0.0,
+        true,
+        false,
+        8.0,
+        1.0,
+        1.0,
+        true
+      ],
+      "title": "Background mask (inverted)"
+    },
+    {
+      "id": 9,
+      "type": "SetLatentNoiseMask",
+      "pos": [
+        900,
+        -60
+      ],
+      "size": [
+        240,
+        70
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 7
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            23
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SetLatentNoiseMask",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 10,
+      "type": "CLIPTextEncode",
+      "pos": [
+        300,
+        -420
+      ],
+      "size": [
+        380,
+        160
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 9
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            10,
+            12
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "sharp photorealistic background, same scene, evenly lit, uniform soft lighting matching the subject, no added shadows, no vignetting, crisp focus, fine natural texture, clean detail, no blur, no artifacts, high detail, 4k"
+      ],
+      "title": "Background prompt"
+    },
+    {
+      "id": 11,
+      "type": "ReferenceLatent",
+      "pos": [
+        700,
+        -420
+      ],
+      "size": [
+        240,
+        70
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 10
+        },
+        {
+          "name": "latent",
+          "type": "LATENT",
+          "link": 11,
+          "shape": 7
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            14
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ReferenceLatent",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 12,
+      "type": "ConditioningZeroOut",
+      "pos": [
+        700,
+        -520
+      ],
+      "size": [
+        280,
+        50
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 12
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            15
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ConditioningZeroOut",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [],
+      "title": "Negative (zeroed)"
+    },
+    {
+      "id": 13,
+      "type": "CFGGuider",
+      "pos": [
+        1000,
+        -420
+      ],
+      "size": [
+        280,
+        120
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 14
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 15
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "slot_index": 0,
+          "links": [
+            20
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CFGGuider",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        1.0
+      ]
+    },
+    {
+      "id": 14,
+      "type": "Flux2Scheduler",
+      "pos": [
+        1000,
+        -240
+      ],
+      "size": [
+        280,
+        120
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "width",
+          "type": "INT",
+          "link": 16,
+          "widget": {
+            "name": "width"
+          }
+        },
+        {
+          "name": "height",
+          "type": "INT",
+          "link": 17,
+          "widget": {
+            "name": "height"
+          }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "SIGMAS",
+          "type": "SIGMAS",
+          "slot_index": 0,
+          "links": [
+            18
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "Flux2Scheduler",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        8,
+        1024,
+        1024
+      ]
+    },
+    {
+      "id": 24,
+      "type": "SplitSigmasDenoise",
+      "pos": [
+        1000,
+        -160
+      ],
+      "size": [
+        280,
+        90
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 18
+        }
+      ],
+      "outputs": [
+        {
+          "name": "high_sigmas",
+          "type": "SIGMAS",
+          "slot_index": 0,
+          "links": []
+        },
+        {
+          "name": "low_sigmas",
+          "type": "SIGMAS",
+          "slot_index": 0,
+          "links": [
+            22
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SplitSigmasDenoise",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        1.0
+      ],
+      "title": "partial denoise"
+    },
+    {
+      "id": 15,
+      "type": "KSamplerSelect",
+      "pos": [
+        1000,
+        -80
+      ],
+      "size": [
+        280,
+        60
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "SAMPLER",
+          "type": "SAMPLER",
+          "slot_index": 0,
+          "links": [
+            21
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSamplerSelect",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "euler"
+      ]
+    },
+    {
+      "id": 16,
+      "type": "RandomNoise",
+      "pos": [
+        1000,
+        20
+      ],
+      "size": [
+        280,
+        90
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "NOISE",
+          "type": "NOISE",
+          "slot_index": 0,
+          "links": [
+            19
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "RandomNoise",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        156680208700286,
+        "randomize"
+      ]
+    },
+    {
+      "id": 17,
+      "type": "SamplerCustomAdvanced",
+      "pos": [
+        1340,
+        -420
+      ],
+      "size": [
+        300,
+        160
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "noise",
+          "type": "NOISE",
+          "link": 19
+        },
+        {
+          "name": "guider",
+          "type": "GUIDER",
+          "link": 20
+        },
+        {
+          "name": "sampler",
+          "type": "SAMPLER",
+          "link": 21
+        },
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 22
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 23
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            24
+          ]
+        },
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SamplerCustomAdvanced",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 18,
+      "type": "VAEDecode",
+      "pos": [
+        1680,
+        -420
+      ],
+      "size": [
+        210,
+        50
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 24
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 25
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            26
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 19,
+      "type": "GrowMaskWithBlur",
+      "pos": [
+        640,
+        660
+      ],
+      "size": [
+        300,
+        250
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 6
+        }
+      ],
+      "outputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": [
+            30
+          ]
+        },
+        {
+          "name": "mask_inverted",
+          "type": "MASK",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "GrowMaskWithBlur",
+        "cnr_id": "comfyui-kjnodes",
+        "aux_id": "kijai/ComfyUI-KJNodes",
+        "ver": "1.2.5"
+      },
+      "widgets_values": [
+        6,
+        0.0,
+        true,
+        false,
+        12.0,
+        1.0,
+        1.0,
+        true
+      ],
+      "title": "Person keep mask (grow+feather)"
+    },
+    {
+      "id": 20,
+      "type": "ImageResizeKJ",
+      "pos": [
+        1680,
+        -300
+      ],
+      "size": [
+        300,
+        190
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 26
+        },
+        {
+          "name": "get_image_size",
+          "type": "IMAGE",
+          "link": 27,
+          "shape": 7
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            28
+          ]
+        },
+        {
+          "name": "width",
+          "type": "INT",
+          "slot_index": 0,
+          "links": []
+        },
+        {
+          "name": "height",
+          "type": "INT",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ImageResizeKJ",
+        "cnr_id": "comfyui-kjnodes",
+        "aux_id": "kijai/ComfyUI-KJNodes",
+        "ver": "1.2.5"
+      },
+      "widgets_values": [
+        1024,
+        1024,
+        "lanczos",
+        false,
+        0,
+        "disabled"
+      ],
+      "title": "Resize to original size"
+    },
+    {
+      "id": 21,
+      "type": "ImageCompositeMasked",
+      "pos": [
+        2020,
+        -420
+      ],
+      "size": [
+        300,
+        170
+      ],
+      "flags": {},
+      "order": 21,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "destination",
+          "type": "IMAGE",
+          "link": 28
+        },
+        {
+          "name": "source",
+          "type": "IMAGE",
+          "link": 29
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 30,
+          "shape": 7
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            31
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ImageCompositeMasked",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        0,
+        0,
+        false
+      ],
+      "title": "Original person over new background"
+    },
+    {
+      "id": 22,
+      "type": "SaveImage",
+      "pos": [
+        2360,
+        -420
+      ],
+      "size": [
+        400,
+        460
+      ],
+      "flags": {},
+      "order": 22,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 31
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "SaveImage",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "flux2-bg-inpaint"
+      ],
+      "title": "Save Image"
+    },
+    {
+      "id": 23,
+      "type": "MarkdownNote",
+      "pos": [
+        -40,
+        -940
+      ],
+      "size": [
+        620,
+        380
+      ],
+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "MarkdownNote",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48"
+      },
+      "widgets_values": [
+        "## Flux2 BG Inpaint (Klein 9B)\n\n**Masked background regeneration with FLUX.2 Klein 9B via the community noise-mask approach** - Flux.2 has no official inpaint path, so the source image is VAE-encoded, `SetLatentNoiseMask` limits denoising to the background, and `ReferenceLatent` keeps the scene grounded. (needs [ComfyUI-RMBG](https://github.com/1038lab/ComfyUI-RMBG) + [ComfyUI-KJNodes](https://github.com/kijai/ComfyUI-KJNodes))\n\n- **Sampling**: Flux2Scheduler 8 steps (Klein distilled), euler, CFGGuider cfg 1. Width/height feed from the div-16 input resize automatically. `4` steps stays truest to the original layout, `8` adds crisper texture.\n- **Prompt matters**: the default pins the lighting (\"evenly lit, no added shadows, no vignetting\") - without it Klein invents moody side-light and layered wall shadows at denoise 1.\n- **Partial denoise** (*partial denoise* node): `1.0` = full background regen (default). Drop to `0.7-0.85` to keep the original background structure/lighting and only sharpen it.\n- **Background mask**: person mask (SAM3) shrunk 4px + 8px feather, inverted. Person keep mask (`expand 6 / blur 12`) composites the original person back at the end.\n- Input is squashed to the nearest /16 dims for encoding, output resized back to the exact input resolution before the composite.\n- Via API: `--set 4.image=file.png`, `--set 10.text='...'`, `--set 14.steps=4`, `--set 24.denoise=0.8`.\n\n**Models** (all in [aleph65/ComfyUI](https://huggingface.co/aleph65/ComfyUI)): `flux-2-klein-9b`, `qwen_3_8b_fp8mixed`, `flux2-vae`, `sam3.pt`\n"
+      ],
+      "title": "README",
+      "color": "#432",
+      "bgcolor": "#653"
+    }
+  ],
+  "links": [
+    [
+      1,
+      4,
+      0,
+      5,
+      0,
+      "IMAGE"
+    ],
+    [
+      2,
+      5,
+      0,
+      6,
+      0,
+      "IMAGE"
+    ],
+    [
+      3,
+      3,
+      0,
+      6,
+      1,
+      "VAE"
+    ],
+    [
+      4,
+      4,
+      0,
+      7,
+      0,
+      "IMAGE"
+    ],
+    [
+      5,
+      7,
+      1,
+      8,
+      0,
+      "MASK"
+    ],
+    [
+      6,
+      7,
+      1,
+      19,
+      0,
+      "MASK"
+    ],
+    [
+      7,
+      6,
+      0,
+      9,
+      0,
+      "LATENT"
+    ],
+    [
+      8,
+      8,
+      1,
+      9,
+      1,
+      "MASK"
+    ],
+    [
+      9,
+      2,
+      0,
+      10,
+      0,
+      "CLIP"
+    ],
+    [
+      10,
+      10,
+      0,
+      11,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      11,
+      6,
+      0,
+      11,
+      1,
+      "LATENT"
+    ],
+    [
+      12,
+      10,
+      0,
+      12,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      13,
+      1,
+      0,
+      13,
+      0,
+      "MODEL"
+    ],
+    [
+      14,
+      11,
+      0,
+      13,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      15,
+      12,
+      0,
+      13,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      16,
+      5,
+      1,
+      14,
+      0,
+      "INT"
+    ],
+    [
+      17,
+      5,
+      2,
+      14,
+      1,
+      "INT"
+    ],
+    [
+      18,
+      14,
+      0,
+      24,
+      0,
+      "SIGMAS"
+    ],
+    [
+      19,
+      16,
+      0,
+      17,
+      0,
+      "NOISE"
+    ],
+    [
+      20,
+      13,
+      0,
+      17,
+      1,
+      "GUIDER"
+    ],
+    [
+      21,
+      15,
+      0,
+      17,
+      2,
+      "SAMPLER"
+    ],
+    [
+      22,
+      24,
+      1,
+      17,
+      3,
+      "SIGMAS"
+    ],
+    [
+      23,
+      9,
+      0,
+      17,
+      4,
+      "LATENT"
+    ],
+    [
+      24,
+      17,
+      0,
+      18,
+      0,
+      "LATENT"
+    ],
+    [
+      25,
+      3,
+      0,
+      18,
+      1,
+      "VAE"
+    ],
+    [
+      26,
+      18,
+      0,
+      20,
+      0,
+      "IMAGE"
+    ],
+    [
+      27,
+      4,
+      0,
+      20,
+      1,
+      "IMAGE"
+    ],
+    [
+      28,
+      20,
+      0,
+      21,
+      0,
+      "IMAGE"
+    ],
+    [
+      29,
+      4,
+      0,
+      21,
+      1,
+      "IMAGE"
+    ],
+    [
+      30,
+      19,
+      0,
+      21,
+      2,
+      "MASK"
+    ],
+    [
+      31,
+      21,
+      0,
+      22,
+      0,
+      "IMAGE"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "frontendVersion": "1.45.20"
+  },
+  "version": 0.4
+}