Upload workflows/api/outpaint-qwen.json with huggingface_hub

workflows/api/outpaint-qwen.json

@@ -210,6 +210,19 @@
     }
   },
   "21": {
+    "_meta": {
+      "title": "Gradient-strength denoise (seam blend)"
+    },
+    "class_type": "DifferentialDiffusion",
+    "inputs": {
+      "model": [
+        "20",
+        0
+      ],
+      "strength": 1.0
+    }
+  },
+  "22": {
     "class_type": "CLIPLoader",
     "inputs": {
       "clip_name": "qwen_2.5_vl_7b.safetensors",
@@ -217,13 +230,13 @@
       "type": "qwen_image"
     }
   },
-  "22": {
+  "23": {
     "class_type": "VAELoader",
     "inputs": {
       "vae_name": "qwen_image_vae.safetensors"
     }
   },
-  "23": {
+  "24": {
     "_meta": {
       "title": "Prompt"
     },
@@ -232,7 +245,7 @@
       "value": "Extend the photo beyond its original borders, continuing the scene seamlessly and photorealistically. Keep the original area exactly unchanged. Consistent lighting, colors and perspective. High quality, sharp details."
     }
   },
-  "24": {
+  "25": {
     "_meta": {
       "title": "process_long_side (sampling res cap)"
     },
@@ -241,7 +254,7 @@
       "value": 1344
     }
   },
-  "25": {
+  "26": {
     "_meta": {
       "title": "process scale"
     },
@@ -252,13 +265,13 @@
         0
       ],
       "c": [
-        "24",
+        "25",
         0
       ],
       "expression": "min(1, c / max(a.width, a.height))"
     }
   },
-  "26": {
+  "27": {
     "_meta": {
       "title": "work width"
     },
@@ -269,13 +282,13 @@
         0
       ],
       "b": [
-        "25",
+        "26",
         1
       ],
       "expression": "round(a.width * b / 16) * 16"
     }
   },
-  "27": {
+  "28": {
     "_meta": {
       "title": "work height"
     },
@@ -286,13 +299,13 @@
         0
       ],
       "b": [
-        "25",
+        "26",
         1
       ],
       "expression": "round(a.height * b / 16) * 16"
     }
   },
-  "28": {
+  "29": {
     "_meta": {
       "title": "Downscale for sampling"
     },
@@ -300,7 +313,7 @@
     "inputs": {
       "crop": "disabled",
       "height": [
-        "27",
+        "28",
         0
       ],
       "image": [
@@ -309,20 +322,11 @@
       ],
       "upscale_method": "lanczos",
       "width": [
-        "26",
+        "27",
         0
       ]
     }
   },
-  "29": {
-    "class_type": "MaskToImage",
-    "inputs": {
-      "mask": [
-        "15",
-        1
-      ]
-    }
-  },
   "3": {
     "_meta": {
       "title": "target_height"
@@ -333,6 +337,15 @@
     }
   },
   "30": {
+    "class_type": "MaskToImage",
+    "inputs": {
+      "mask": [
+        "15",
+        1
+      ]
+    }
+  },
+  "31": {
     "_meta": {
       "title": "Downscale mask"
     },
@@ -340,114 +353,114 @@
     "inputs": {
       "crop": "disabled",
       "height": [
-        "27",
+        "28",
         0
       ],
       "image": [
-        "29",
+        "30",
         0
       ],
       "upscale_method": "bilinear",
       "width": [
-        "26",
+        "27",
         0
       ]
     }
   },
-  "31": {
+  "32": {
     "class_type": "ImageToMask",
     "inputs": {
       "channel": "red",
       "image": [
-        "30",
+        "31",
         0
       ]
     }
   },
-  "32": {
+  "33": {
     "_meta": {
       "title": "Qwen Edit encode"
     },
     "class_type": "TextEncodeQwenImageEditPlus",
     "inputs": {
       "clip": [
-        "21",
+        "22",
         0
       ],
       "image1": [
-        "28",
+        "29",
         0
       ],
       "prompt": [
-        "23",
+        "24",
         0
       ],
       "vae": [
-        "22",
+        "23",
         0
       ]
     }
   },
-  "33": {
+  "34": {
     "_meta": {
       "title": "Negative (zeroed)"
     },
     "class_type": "ConditioningZeroOut",
     "inputs": {
       "conditioning": [
-        "32",
+        "33",
         0
       ]
     }
   },
-  "34": {
+  "35": {
     "class_type": "VAEEncode",
     "inputs": {
       "pixels": [
-        "28",
+        "29",
         0
       ],
       "vae": [
-        "22",
+        "23",
         0
       ]
     }
   },
-  "35": {
+  "36": {
     "_meta": {
       "title": "Only denoise padded area"
     },
     "class_type": "SetLatentNoiseMask",
     "inputs": {
       "mask": [
-        "31",
+        "32",
         0
       ],
       "samples": [
-        "34",
+        "35",
         0
       ]
     }
   },
-  "36": {
+  "37": {
     "class_type": "KSampler",
     "inputs": {
       "cfg": 1.0,
       "denoise": 1.0,
       "latent_image": [
-        "35",
+        "36",
         0
       ],
       "model": [
-        "20",
+        "21",
         0
       ],
       "negative": [
-        "33",
+        "34",
         0
       ],
       "positive": [
-        "32",
+        "33",
         0
       ],
       "sampler_name": "euler",
@@ -456,20 +469,20 @@
       "steps": 8
     }
   },
-  "37": {
+  "38": {
     "class_type": "VAEDecode",
     "inputs": {
       "samples": [
-        "36",
+        "37",
         0
       ],
       "vae": [
-        "22",
+        "23",
         0
       ]
     }
   },
-  "38": {
+  "39": {
     "_meta": {
       "title": "Fill detail restorer"
     },
@@ -478,32 +491,32 @@
       "model_name": "RealESRGAN_x4plus.pth"
     }
   },
-  "39": {
+  "4": {
+    "_meta": {
+      "title": "anchor_x (0=left 0.5=center 1=right)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 0.5
+    }
+  },
+  "40": {
     "_meta": {
       "title": "Upscale sampled result"
     },
     "class_type": "ImageUpscaleWithModel",
     "inputs": {
       "image": [
-        "37",
+        "38",
         0
       ],
       "upscale_model": [
-        "38",
+        "39",
         0
       ]
     }
   },
-  "4": {
-    "_meta": {
-      "title": "anchor_x (0=left 0.5=center 1=right)"
-    },
-    "class_type": "PrimitiveFloat",
-    "inputs": {
-      "value": 0.5
-    }
-  },
-  "40": {
+  "41": {
     "_meta": {
       "title": "Snap to exact target dims"
     },
@@ -515,7 +528,7 @@
         0
       ],
       "image": [
-        "39",
+        "40",
         0
       ],
       "upscale_method": "lanczos",
@@ -525,14 +538,59 @@
       ]
     }
   },
-  "41": {
+  "42": {
+    "_meta": {
+      "title": "Match fill tones to original"
+    },
+    "class_type": "ColorMatch",
+    "inputs": {
+      "image_ref": [
+        "10",
+        0
+      ],
+      "image_target": [
+        "41",
+        0
+      ],
+      "method": "mkl",
+      "multithread": true,
+      "strength": 1.0
+    }
+  },
+  "43": {
+    "_meta": {
+      "title": "fill_grain (match photo noise, 0=off)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 0.03
+    }
+  },
+  "44": {
+    "_meta": {
+      "title": "Grain the fill to match original"
+    },
+    "class_type": "ImageAddNoise",
+    "inputs": {
+      "image": [
+        "42",
+        0
+      ],
+      "seed": 0,
+      "strength": [
+        "43",
+        0
+      ]
+    }
+  },
+  "45": {
     "_meta": {
       "title": "Paste original pixels back"
     },
     "class_type": "ImageCompositeMasked",
     "inputs": {
       "destination": [
-        "40",
+        "44",
         0
       ],
       "mask": [
@@ -548,12 +606,12 @@
       "y": 0
     }
   },
-  "42": {
+  "46": {
     "class_type": "SaveImage",
     "inputs": {
       "filename_prefix": "outpaint/qwen",
       "images": [
-        "41",
+        "45",
         0
       ]
     }
@@ -573,7 +631,7 @@
     },
     "class_type": "PrimitiveInt",
     "inputs": {
-      "value": 40
+      "value": 64
     }
   },
   "7": {