krea2 edit workflows: longest-edge resolution control (Input max size INT, qwen-edit-v4 style)

workflows/api/krea2-turbo-edit-2img.json

@@ -10,6 +10,26 @@
     }
   },
   "10": {
+    "_meta": {
+      "title": "Krea2 Edit (source patch)"
+    },
+    "class_type": "Krea2EditModelPatch",
+    "inputs": {
+      "model": [
+        "2",
+        0
+      ],
+      "source_latent": [
+        "9",
+        0
+      ],
+      "source_latent_b": [
+        "19",
+        0
+      ]
+    }
+  },
+  "11": {
     "_meta": {
       "title": "Edit Instruction (grounded on source)"
     },
@@ -21,17 +41,17 @@
       ],
       "grounding_px": 768,
       "image": [
-        "6",
+        "7",
         0
       ],
       "image_b": [
-        "17",
+        "18",
         0
       ],
       "prompt": "replace the robot on the street with the man in the gray jacket"
     }
   },
-  "11": {
+  "12": {
     "_meta": {
       "title": "Negative (grounded, empty \u2014 used at CFG > 1)"
     },
@@ -43,17 +63,17 @@
       ],
       "grounding_px": 768,
       "image": [
-        "6",
+        "7",
         0
       ],
       "image_b": [
-        "17",
+        "18",
         0
       ],
       "prompt": ""
     }
   },
-  "12": {
+  "13": {
     "_meta": {
       "title": "Target Latent (auto-sized from source)"
     },
@@ -61,34 +81,34 @@
     "inputs": {
       "batch_size": 1,
       "height": [
-        "7",
+        "8",
         1
       ],
       "width": [
-        "7",
+        "8",
         0
       ]
     }
   },
-  "13": {
+  "14": {
     "class_type": "KSampler",
     "inputs": {
       "cfg": 1.0,
       "denoise": 1.0,
       "latent_image": [
-        "12",
+        "13",
         0
       ],
       "model": [
-        "9",
+        "10",
         0
       ],
       "negative": [
-        "11",
+        "12",
         0
       ],
       "positive": [
-        "10",
+        "11",
         0
       ],
       "sampler_name": "euler",
@@ -97,11 +117,11 @@
       "steps": 10
     }
   },
-  "14": {
+  "15": {
     "class_type": "VAEDecode",
     "inputs": {
       "samples": [
-        "13",
+        "14",
         0
       ],
       "vae": [
@@ -110,17 +130,17 @@
       ]
     }
   },
-  "15": {
+  "16": {
     "class_type": "SaveImage",
     "inputs": {
       "filename_prefix": "krea2_turbo_edit_2img",
       "images": [
-        "14",
+        "15",
         0
       ]
     }
   },
-  "16": {
+  "17": {
     "_meta": {
       "title": "Reference Image B (subject)"
     },
@@ -129,33 +149,33 @@
       "image": "example.png"
     }
   },
-  "17": {
+  "18": {
     "_meta": {
       "title": "Resize B to match A"
     },
     "class_type": "ResizeImageMaskNode",
     "inputs": {
       "input": [
-        "16",
+        "17",
         0
       ],
       "resize_type": "match size",
       "resize_type.crop": "center",
       "resize_type.match": [
-        "6",
+        "7",
         0
       ],
       "scale_method": "area"
     }
   },
-  "18": {
+  "19": {
     "_meta": {
       "title": "VAE Encode Reference B"
     },
     "class_type": "VAEEncode",
     "inputs": {
       "pixels": [
-        "17",
+        "18",
         0
       ],
       "vae": [
@@ -209,39 +229,50 @@
   },
   "6": {
     "_meta": {
-      "title": "Scale source to ~1MP"
+      "title": "Input max size (longest edge)"
     },
-    "class_type": "ImageScaleToTotalPixels",
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 1280
+    }
+  },
+  "7": {
+    "_meta": {
+      "title": "Scale source (longest edge = max size)"
+    },
+    "class_type": "ImageScaleToMaxDimension",
     "inputs": {
       "image": [
         "5",
         0
       ],
-      "megapixels": 1.0,
-      "resolution_steps": 1,
+      "largest_size": [
+        "6",
+        0
+      ],
       "upscale_method": "lanczos"
     }
   },
-  "7": {
+  "8": {
     "_meta": {
       "title": "Source size \u2192 target latent"
     },
     "class_type": "GetImageSize",
     "inputs": {
       "image": [
-        "6",
+        "7",
         0
       ]
     }
   },
-  "8": {
+  "9": {
     "_meta": {
       "title": "VAE Encode Source"
     },
     "class_type": "VAEEncode",
     "inputs": {
       "pixels": [
-        "6",
+        "7",
         0
       ],
       "vae": [
@@ -249,25 +280,5 @@
         0
       ]
     }
-  },
-  "9": {
-    "_meta": {
-      "title": "Krea2 Edit (source patch)"
-    },
-    "class_type": "Krea2EditModelPatch",
-    "inputs": {
-      "model": [
-        "2",
-        0
-      ],
-      "source_latent": [
-        "8",
-        0
-      ],
-      "source_latent_b": [
-        "18",
-        0
-      ]
-    }
   }
 }

workflows/api/krea2-turbo-edit.json

@@ -10,6 +10,22 @@
     }
   },
   "10": {
+    "_meta": {
+      "title": "Krea2 Edit (source patch)"
+    },
+    "class_type": "Krea2EditModelPatch",
+    "inputs": {
+      "model": [
+        "2",
+        0
+      ],
+      "source_latent": [
+        "9",
+        0
+      ]
+    }
+  },
+  "11": {
     "_meta": {
       "title": "Edit Instruction (grounded on source)"
     },
@@ -21,13 +37,13 @@
       ],
       "grounding_px": 768,
       "image": [
-        "6",
+        "7",
         0
       ],
       "prompt": "change the background to a beach at sunset"
     }
   },
-  "11": {
+  "12": {
     "_meta": {
       "title": "Negative (grounded, empty \u2014 used at CFG > 1)"
     },
@@ -39,13 +55,13 @@
       ],
       "grounding_px": 768,
       "image": [
-        "6",
+        "7",
         0
       ],
       "prompt": ""
     }
   },
-  "12": {
+  "13": {
     "_meta": {
       "title": "Target Latent (auto-sized from source)"
     },
@@ -53,34 +69,34 @@
     "inputs": {
       "batch_size": 1,
       "height": [
-        "7",
+        "8",
         1
       ],
       "width": [
-        "7",
+        "8",
         0
       ]
     }
   },
-  "13": {
+  "14": {
     "class_type": "KSampler",
     "inputs": {
       "cfg": 1.0,
       "denoise": 1.0,
       "latent_image": [
-        "12",
+        "13",
         0
       ],
       "model": [
-        "9",
+        "10",
         0
       ],
       "negative": [
-        "11",
+        "12",
         0
       ],
       "positive": [
-        "10",
+        "11",
         0
       ],
       "sampler_name": "euler",
@@ -89,11 +105,11 @@
       "steps": 10
     }
   },
-  "14": {
+  "15": {
     "class_type": "VAEDecode",
     "inputs": {
       "samples": [
-        "13",
+        "14",
         0
       ],
       "vae": [
@@ -102,12 +118,12 @@
       ]
     }
   },
-  "15": {
+  "16": {
     "class_type": "SaveImage",
     "inputs": {
       "filename_prefix": "krea2_turbo_edit",
       "images": [
-        "14",
+        "15",
         0
       ]
     }
@@ -157,39 +173,50 @@
   },
   "6": {
     "_meta": {
-      "title": "Scale source to ~1MP"
+      "title": "Input max size (longest edge)"
     },
-    "class_type": "ImageScaleToTotalPixels",
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 1280
+    }
+  },
+  "7": {
+    "_meta": {
+      "title": "Scale source (longest edge = max size)"
+    },
+    "class_type": "ImageScaleToMaxDimension",
     "inputs": {
       "image": [
         "5",
         0
       ],
-      "megapixels": 1.0,
-      "resolution_steps": 1,
+      "largest_size": [
+        "6",
+        0
+      ],
       "upscale_method": "lanczos"
     }
   },
-  "7": {
+  "8": {
     "_meta": {
       "title": "Source size \u2192 target latent"
     },
     "class_type": "GetImageSize",
     "inputs": {
       "image": [
-        "6",
+        "7",
         0
       ]
     }
   },
-  "8": {
+  "9": {
     "_meta": {
       "title": "VAE Encode Source"
     },
     "class_type": "VAEEncode",
     "inputs": {
       "pixels": [
-        "6",
+        "7",
         0
       ],
       "vae": [
@@ -197,21 +224,5 @@
         0
       ]
     }
-  },
-  "9": {
-    "_meta": {
-      "title": "Krea2 Edit (source patch)"
-    },
-    "class_type": "Krea2EditModelPatch",
-    "inputs": {
-      "model": [
-        "2",
-        0
-      ],
-      "source_latent": [
-        "8",
-        0
-      ]
-    }
   }
 }

workflows/krea2-turbo-edit-2img.json

@@ -1,6 +1,6 @@
 {
-  "last_node_id": 19,
-  "last_link_id": 27,
+  "last_node_id": 20,
+  "last_link_id": 28,
   "nodes": [
     {
       "id": 1,
@@ -22,7 +22,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            1
+            2
           ],
           "slot_index": 0
         }
@@ -54,7 +54,7 @@
         {
           "name": "model",
           "type": "MODEL",
-          "link": 1
+          "link": 2
         }
       ],
       "outputs": [
@@ -62,7 +62,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            2
+            3
           ],
           "slot_index": 0
         }
@@ -96,8 +96,8 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            3,
-            4
+            4,
+            5
           ],
           "slot_index": 0
         }
@@ -132,9 +132,9 @@
           "name": "VAE",
           "type": "VAE",
           "links": [
-            8,
-            17,
-            26
+            9,
+            18,
+            27
           ],
           "slot_index": 0
         }
@@ -167,7 +167,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            5
+            6
           ],
           "slot_index": 0
         },
@@ -189,7 +189,41 @@
     },
     {
       "id": 6,
-      "type": "ImageScaleToTotalPixels",
+      "type": "PrimitiveInt",
+      "pos": [
+        760,
+        300
+      ],
+      "size": [
+        300,
+        82
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            1
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PrimitiveInt"
+      },
+      "widgets_values": [
+        1280,
+        "fixed"
+      ],
+      "title": "Input max size (longest edge)"
+    },
+    {
+      "id": 7,
+      "type": "ImageScaleToMaxDimension",
       "pos": [
         440,
         620
@@ -199,13 +233,21 @@
         106
       ],
       "flags": {},
-      "order": 5,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 5
+          "link": 6
+        },
+        {
+          "name": "largest_size",
+          "type": "INT",
+          "link": 1,
+          "widget": {
+            "name": "largest_size"
+          }
         }
       ],
       "outputs": [
@@ -213,27 +255,26 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            6,
             7,
-            9,
+            8,
             10,
-            15
+            11,
+            16
           ],
           "slot_index": 0
         }
       ],
       "properties": {
-        "Node name for S&R": "ImageScaleToTotalPixels"
+        "Node name for S&R": "ImageScaleToMaxDimension"
       },
       "widgets_values": [
         "lanczos",
-        1.0,
-        1
+        1280
       ],
-      "title": "Scale source to ~1MP"
+      "title": "Scale source (longest edge = max size)"
     },
     {
-      "id": 7,
+      "id": 8,
       "type": "GetImageSize",
       "pos": [
         440,
@@ -244,13 +285,13 @@
         90
       ],
       "flags": {},
-      "order": 6,
+      "order": 7,
       "mode": 0,
       "inputs": [
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 6
+          "link": 7
         }
       ],
       "outputs": [
@@ -258,7 +299,7 @@
           "name": "width",
           "type": "INT",
           "links": [
-            12
+            13
           ],
           "slot_index": 0
         },
@@ -266,7 +307,7 @@
           "name": "height",
           "type": "INT",
           "links": [
-            13
+            14
           ],
           "slot_index": 1
         },
@@ -284,7 +325,7 @@
       "title": "Source size → target latent"
     },
     {
-      "id": 8,
+      "id": 9,
       "type": "VAEEncode",
       "pos": [
         440,
@@ -295,18 +336,18 @@
         46
       ],
       "flags": {},
-      "order": 7,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
           "name": "pixels",
           "type": "IMAGE",
-          "link": 7
+          "link": 8
         },
         {
           "name": "vae",
           "type": "VAE",
-          "link": 8
+          "link": 9
         }
       ],
       "outputs": [
@@ -314,7 +355,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            11
+            12
           ],
           "slot_index": 0
         }
@@ -325,7 +366,7 @@
       "title": "VAE Encode Source"
     },
     {
-      "id": 9,
+      "id": 10,
       "type": "Krea2EditModelPatch",
       "pos": [
         760,
@@ -336,23 +377,23 @@
         66
       ],
       "flags": {},
-      "order": 8,
+      "order": 9,
       "mode": 0,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 2
+          "link": 3
         },
         {
           "name": "source_latent",
           "type": "LATENT",
-          "link": 11
+          "link": 12
         },
         {
           "name": "source_latent_b",
           "type": "LATENT",
-          "link": 18
+          "link": 19
         }
       ],
       "outputs": [
@@ -360,7 +401,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            21
+            22
           ],
           "slot_index": 0
         }
@@ -374,7 +415,7 @@
       "title": "Krea2 Edit (source patch)"
     },
     {
-      "id": 10,
+      "id": 11,
       "type": "Krea2EditGroundedEncode",
       "pos": [
         440,
@@ -385,23 +426,23 @@
         190
       ],
       "flags": {},
-      "order": 9,
+      "order": 10,
       "mode": 0,
       "inputs": [
         {
           "name": "clip",
           "type": "CLIP",
-          "link": 3
+          "link": 4
         },
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 9
+          "link": 10
         },
         {
           "name": "image_b",
           "type": "IMAGE",
-          "link": 19
+          "link": 20
         }
       ],
       "outputs": [
@@ -409,7 +450,7 @@
           "name": "CONDITIONING",
           "type": "CONDITIONING",
           "links": [
-            22
+            23
           ],
           "slot_index": 0
         }
@@ -426,7 +467,7 @@
       "title": "Edit Instruction (grounded on source)"
     },
     {
-      "id": 11,
+      "id": 12,
       "type": "Krea2EditGroundedEncode",
       "pos": [
         440,
@@ -437,23 +478,23 @@
         130
       ],
       "flags": {},
-      "order": 10,
+      "order": 11,
       "mode": 0,
       "inputs": [
         {
           "name": "clip",
           "type": "CLIP",
-          "link": 4
+          "link": 5
         },
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 10
+          "link": 11
         },
         {
           "name": "image_b",
           "type": "IMAGE",
-          "link": 20
+          "link": 21
         }
       ],
       "outputs": [
@@ -461,7 +502,7 @@
           "name": "CONDITIONING",
           "type": "CONDITIONING",
           "links": [
-            23
+            24
           ],
           "slot_index": 0
         }
@@ -478,7 +519,7 @@
       "title": "Negative (grounded, empty — used at CFG > 1)"
     },
     {
-      "id": 12,
+      "id": 13,
       "type": "EmptySD3LatentImage",
       "pos": [
         760,
@@ -489,13 +530,13 @@
         106
       ],
       "flags": {},
-      "order": 11,
+      "order": 12,
       "mode": 0,
       "inputs": [
         {
           "name": "width",
           "type": "INT",
-          "link": 12,
+          "link": 13,
           "widget": {
             "name": "width"
           }
@@ -503,7 +544,7 @@
         {
           "name": "height",
           "type": "INT",
-          "link": 13,
+          "link": 14,
           "widget": {
             "name": "height"
           }
@@ -514,7 +555,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            24
+            25
           ],
           "slot_index": 0
         }
@@ -530,7 +571,7 @@
       "title": "Target Latent (auto-sized from source)"
     },
     {
-      "id": 13,
+      "id": 14,
       "type": "KSampler",
       "pos": [
         1120,
@@ -541,28 +582,28 @@
         262
       ],
       "flags": {},
-      "order": 12,
+      "order": 13,
       "mode": 0,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 21
+          "link": 22
         },
         {
           "name": "positive",
           "type": "CONDITIONING",
-          "link": 22
+          "link": 23
         },
         {
           "name": "negative",
           "type": "CONDITIONING",
-          "link": 23
+          "link": 24
         },
         {
           "name": "latent_image",
           "type": "LATENT",
-          "link": 24
+          "link": 25
         }
       ],
       "outputs": [
@@ -570,7 +611,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            25
+            26
           ],
           "slot_index": 0
         }
@@ -589,7 +630,7 @@
       ]
     },
     {
-      "id": 14,
+      "id": 15,
       "type": "VAEDecode",
       "pos": [
         1120,
@@ -600,18 +641,18 @@
         46
       ],
       "flags": {},
-      "order": 13,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
           "name": "samples",
           "type": "LATENT",
-          "link": 25
+          "link": 26
         },
         {
           "name": "vae",
           "type": "VAE",
-          "link": 26
+          "link": 27
         }
       ],
       "outputs": [
@@ -619,7 +660,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            27
+            28
           ],
           "slot_index": 0
         }
@@ -629,7 +670,7 @@
       }
     },
     {
-      "id": 15,
+      "id": 16,
       "type": "SaveImage",
       "pos": [
         1120,
@@ -640,13 +681,13 @@
         270
       ],
       "flags": {},
-      "order": 14,
+      "order": 15,
       "mode": 0,
       "inputs": [
         {
           "name": "images",
           "type": "IMAGE",
-          "link": 27
+          "link": 28
         }
       ],
       "outputs": [],
@@ -658,7 +699,7 @@
       ]
     },
     {
-      "id": 16,
+      "id": 17,
       "type": "LoadImage",
       "pos": [
         40,
@@ -669,7 +710,7 @@
         314
       ],
       "flags": {},
-      "order": 15,
+      "order": 16,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -677,7 +718,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            14
+            15
           ],
           "slot_index": 0
         },
@@ -698,7 +739,7 @@
       "title": "Reference Image B (subject)"
     },
     {
-      "id": 17,
+      "id": 18,
       "type": "ResizeImageMaskNode",
       "pos": [
         440,
@@ -709,18 +750,18 @@
         150
       ],
       "flags": {},
-      "order": 16,
+      "order": 17,
       "mode": 0,
       "inputs": [
         {
           "name": "input",
           "type": "IMAGE",
-          "link": 14
+          "link": 15
         },
         {
           "name": "resize_type.match",
           "type": "IMAGE",
-          "link": 15
+          "link": 16
         }
       ],
       "outputs": [
@@ -728,9 +769,9 @@
           "name": "resized",
           "type": "IMAGE",
           "links": [
-            16,
-            19,
-            20
+            17,
+            20,
+            21
           ],
           "slot_index": 0
         }
@@ -746,7 +787,7 @@
       "title": "Resize B to match A"
     },
     {
-      "id": 18,
+      "id": 19,
       "type": "VAEEncode",
       "pos": [
         760,
@@ -757,18 +798,18 @@
         46
       ],
       "flags": {},
-      "order": 17,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
           "name": "pixels",
           "type": "IMAGE",
-          "link": 16
+          "link": 17
         },
         {
           "name": "vae",
           "type": "VAE",
-          "link": 17
+          "link": 18
         }
       ],
       "outputs": [
@@ -776,7 +817,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            18
+            19
           ],
           "slot_index": 0
         }
@@ -787,7 +828,7 @@
       "title": "VAE Encode Reference B"
     },
     {
-      "id": 19,
+      "id": 20,
       "type": "MarkdownNote",
       "pos": [
         1500,
@@ -798,7 +839,7 @@
         420
       ],
       "flags": {},
-      "order": 18,
+      "order": 19,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -806,7 +847,7 @@
         "Node name for S&R": "MarkdownNote"
       },
       "widgets_values": [
-        "## Krea 2 — instruction-based image editing (Identity Edit LoRA, two references)\n\nTwo-reference editing with Krea 2: image **A is the scene/base**, image **B is the subject** (person, outfit, character sheet). Composite characters into scenes, virtual try-ons, character swaps — e.g. `replace the robot on the street with the man in the gray jacket`. From [Benji's AI Playground video](https://www.youtube.com/watch?v=QW2Wp6WjQF4).\n\n**Required:** `krea2_identity_edit_v1_1.safetensors` ([conradlocke/krea2-identity-edit](https://huggingface.co/conradlocke/krea2-identity-edit)) at strength 1.0, plus the [comfyui-krea2edit](https://github.com/lbouaraba/comfyui-krea2edit) node pack. Order matters and is training-matched: scene first (`source_latent` / `image`), subject second (`source_latent_b` / `image_b`).\n\n**Dimensions:** output size follows image A (scaled to ~1MP); image B is resized to A's dimensions automatically. For two-person edits keep it ~1–1.5MP to avoid identity blending.\n\n**Tips:** a character sheet as image B works well for style/identity consistency. If likeness drifts (e.g. glasses fade), try another seed. Faces at ~1MP are soft — add a second pass / upscaler for production quality.\n\n**grounding_px:** lower = stronger edit adherence, higher = stronger identity (trained 384–768).\n\n**Turbo vs Raw:** turbo (this file) = 10 steps / CFG 1.0 / euler. For removals/large deletions swap UNETLoader to `krea2_raw_bf16.safetensors`, 20 steps / CFG 3.0 — the empty grounded negative is already wired for CFG > 1."
+        "## Krea 2 — instruction-based image editing (Identity Edit LoRA, two references)\n\nTwo-reference editing with Krea 2: image **A is the scene/base**, image **B is the subject** (person, outfit, character sheet). Composite characters into scenes, virtual try-ons, character swaps — e.g. `replace the robot on the street with the man in the gray jacket`. From [Benji's AI Playground video](https://www.youtube.com/watch?v=QW2Wp6WjQF4).\n\n**Required:** `krea2_identity_edit_v1_1.safetensors` ([conradlocke/krea2-identity-edit](https://huggingface.co/conradlocke/krea2-identity-edit)) at strength 1.0, plus the [comfyui-krea2edit](https://github.com/lbouaraba/comfyui-krea2edit) node pack. Order matters and is training-matched: scene first (`source_latent` / `image`), subject second (`source_latent_b` / `image_b`).\n\n**Dimensions:** the *Input max size* INT sets the render's longest edge (default 1280), same control as qwen-edit-turbo-v4. Output follows image A's aspect ratio; image B is resized/cropped to A's dimensions automatically. For two-person edits keep total area ~1–1.5MP (longest edge ≈1152–1408) to avoid identity blending; the LoRA's trained ceiling is 2MP.\n\n**Tips:** a character sheet as image B works well for style/identity consistency. If likeness drifts (e.g. glasses fade), try another seed. Faces at ~1MP are soft — add a second pass / upscaler for production quality.\n\n**grounding_px:** lower = stronger edit adherence, higher = stronger identity (trained 384–768).\n\n**Turbo vs Raw:** turbo (this file) = 10 steps / CFG 1.0 / euler. For removals/large deletions swap UNETLoader to `krea2_raw_bf16.safetensors`, 20 steps / CFG 3.0 — the empty grounded negative is already wired for CFG > 1."
       ],
       "title": "About this workflow"
     }
@@ -814,27 +855,27 @@
   "links": [
     [
       1,
-      1,
-      0,
-      2,
+      6,
       0,
-      "MODEL"
+      7,
+      1,
+      "INT"
     ],
     [
       2,
-      2,
+      1,
       0,
-      9,
+      2,
       0,
       "MODEL"
     ],
     [
       3,
-      3,
+      2,
       0,
       10,
       0,
-      "CLIP"
+      "MODEL"
     ],
     [
       4,
@@ -846,15 +887,15 @@
     ],
     [
       5,
-      5,
+      3,
       0,
-      6,
+      12,
       0,
-      "IMAGE"
+      "CLIP"
     ],
     [
       6,
-      6,
+      5,
       0,
       7,
       0,
@@ -862,7 +903,7 @@
     ],
     [
       7,
-      6,
+      7,
       0,
       8,
       0,
@@ -870,23 +911,23 @@
     ],
     [
       8,
-      4,
+      7,
       0,
-      8,
-      1,
-      "VAE"
+      9,
+      0,
+      "IMAGE"
     ],
     [
       9,
-      6,
+      4,
       0,
-      10,
+      9,
       1,
-      "IMAGE"
+      "VAE"
     ],
     [
       10,
-      6,
+      7,
       0,
       11,
       1,
@@ -894,79 +935,79 @@
     ],
     [
       11,
-      8,
+      7,
       0,
+      12,
+      1,
+      "IMAGE"
+    ],
+    [
+      12,
       9,
+      0,
+      10,
       1,
       "LATENT"
     ],
     [
-      12,
-      7,
+      13,
+      8,
       0,
-      12,
+      13,
       0,
       "INT"
     ],
     [
-      13,
-      7,
+      14,
+      8,
       1,
-      12,
+      13,
       1,
       "INT"
     ],
     [
-      14,
-      16,
-      0,
+      15,
       17,
       0,
+      18,
+      0,
       "IMAGE"
     ],
     [
-      15,
-      6,
+      16,
+      7,
       0,
-      17,
+      18,
       1,
       "IMAGE"
     ],
     [
-      16,
       17,
-      0,
       18,
       0,
+      19,
+      0,
       "IMAGE"
     ],
     [
-      17,
+      18,
       4,
       0,
-      18,
+      19,
       1,
       "VAE"
     ],
-    [
-      18,
-      18,
-      0,
-      9,
-      2,
-      "LATENT"
-    ],
     [
       19,
-      17,
+      19,
       0,
       10,
       2,
-      "IMAGE"
+      "LATENT"
     ],
     [
       20,
-      17,
+      18,
       0,
       11,
       2,
@@ -974,58 +1015,66 @@
     ],
     [
       21,
-      9,
-      0,
-      13,
+      18,
       0,
-      "MODEL"
+      12,
+      2,
+      "IMAGE"
     ],
     [
       22,
       10,
       0,
-      13,
-      1,
-      "CONDITIONING"
+      14,
+      0,
+      "MODEL"
     ],
     [
       23,
       11,
       0,
-      13,
-      2,
+      14,
+      1,
       "CONDITIONING"
     ],
     [
       24,
       12,
       0,
-      13,
-      3,
-      "LATENT"
+      14,
+      2,
+      "CONDITIONING"
     ],
     [
       25,
       13,
       0,
       14,
-      0,
+      3,
       "LATENT"
     ],
     [
       26,
+      14,
+      0,
+      15,
+      0,
+      "LATENT"
+    ],
+    [
+      27,
       4,
       0,
-      14,
+      15,
       1,
       "VAE"
     ],
     [
-      27,
-      14,
-      0,
+      28,
       15,
       0,
+      16,
+      0,
       "IMAGE"
     ]
   ],

workflows/krea2-turbo-edit.json

@@ -1,6 +1,6 @@
 {
-  "last_node_id": 16,
-  "last_link_id": 20,
+  "last_node_id": 17,
+  "last_link_id": 21,
   "nodes": [
     {
       "id": 1,
@@ -22,7 +22,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            1
+            2
           ],
           "slot_index": 0
         }
@@ -54,7 +54,7 @@
         {
           "name": "model",
           "type": "MODEL",
-          "link": 1
+          "link": 2
         }
       ],
       "outputs": [
@@ -62,7 +62,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            2
+            3
           ],
           "slot_index": 0
         }
@@ -96,8 +96,8 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            3,
-            4
+            4,
+            5
           ],
           "slot_index": 0
         }
@@ -132,8 +132,8 @@
           "name": "VAE",
           "type": "VAE",
           "links": [
-            8,
-            19
+            9,
+            20
           ],
           "slot_index": 0
         }
@@ -166,7 +166,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            5
+            6
           ],
           "slot_index": 0
         },
@@ -188,7 +188,41 @@
     },
     {
       "id": 6,
-      "type": "ImageScaleToTotalPixels",
+      "type": "PrimitiveInt",
+      "pos": [
+        760,
+        300
+      ],
+      "size": [
+        300,
+        82
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            1
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PrimitiveInt"
+      },
+      "widgets_values": [
+        1280,
+        "fixed"
+      ],
+      "title": "Input max size (longest edge)"
+    },
+    {
+      "id": 7,
+      "type": "ImageScaleToMaxDimension",
       "pos": [
         440,
         620
@@ -198,13 +232,21 @@
         106
       ],
       "flags": {},
-      "order": 5,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 5
+          "link": 6
+        },
+        {
+          "name": "largest_size",
+          "type": "INT",
+          "link": 1,
+          "widget": {
+            "name": "largest_size"
+          }
         }
       ],
       "outputs": [
@@ -212,26 +254,25 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            6,
             7,
-            9,
-            10
+            8,
+            10,
+            11
           ],
           "slot_index": 0
         }
       ],
       "properties": {
-        "Node name for S&R": "ImageScaleToTotalPixels"
+        "Node name for S&R": "ImageScaleToMaxDimension"
       },
       "widgets_values": [
         "lanczos",
-        1.0,
-        1
+        1280
       ],
-      "title": "Scale source to ~1MP"
+      "title": "Scale source (longest edge = max size)"
     },
     {
-      "id": 7,
+      "id": 8,
       "type": "GetImageSize",
       "pos": [
         440,
@@ -242,13 +283,13 @@
         90
       ],
       "flags": {},
-      "order": 6,
+      "order": 7,
       "mode": 0,
       "inputs": [
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 6
+          "link": 7
         }
       ],
       "outputs": [
@@ -256,7 +297,7 @@
           "name": "width",
           "type": "INT",
           "links": [
-            12
+            13
           ],
           "slot_index": 0
         },
@@ -264,7 +305,7 @@
           "name": "height",
           "type": "INT",
           "links": [
-            13
+            14
           ],
           "slot_index": 1
         },
@@ -282,7 +323,7 @@
       "title": "Source size → target latent"
     },
     {
-      "id": 8,
+      "id": 9,
       "type": "VAEEncode",
       "pos": [
         440,
@@ -293,18 +334,18 @@
         46
       ],
       "flags": {},
-      "order": 7,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
           "name": "pixels",
           "type": "IMAGE",
-          "link": 7
+          "link": 8
         },
         {
           "name": "vae",
           "type": "VAE",
-          "link": 8
+          "link": 9
         }
       ],
       "outputs": [
@@ -312,7 +353,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            11
+            12
           ],
           "slot_index": 0
         }
@@ -323,7 +364,7 @@
       "title": "VAE Encode Source"
     },
     {
-      "id": 9,
+      "id": 10,
       "type": "Krea2EditModelPatch",
       "pos": [
         760,
@@ -334,18 +375,18 @@
         46
       ],
       "flags": {},
-      "order": 8,
+      "order": 9,
       "mode": 0,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 2
+          "link": 3
         },
         {
           "name": "source_latent",
           "type": "LATENT",
-          "link": 11
+          "link": 12
         }
       ],
       "outputs": [
@@ -353,7 +394,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            14
+            15
           ],
           "slot_index": 0
         }
@@ -367,7 +408,7 @@
       "title": "Krea2 Edit (source patch)"
     },
     {
-      "id": 10,
+      "id": 11,
       "type": "Krea2EditGroundedEncode",
       "pos": [
         440,
@@ -378,18 +419,18 @@
         190
       ],
       "flags": {},
-      "order": 9,
+      "order": 10,
       "mode": 0,
       "inputs": [
         {
           "name": "clip",
           "type": "CLIP",
-          "link": 3
+          "link": 4
         },
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 9
+          "link": 10
         }
       ],
       "outputs": [
@@ -397,7 +438,7 @@
           "name": "CONDITIONING",
           "type": "CONDITIONING",
           "links": [
-            15
+            16
           ],
           "slot_index": 0
         }
@@ -414,7 +455,7 @@
       "title": "Edit Instruction (grounded on source)"
     },
     {
-      "id": 11,
+      "id": 12,
       "type": "Krea2EditGroundedEncode",
       "pos": [
         440,
@@ -425,18 +466,18 @@
         130
       ],
       "flags": {},
-      "order": 10,
+      "order": 11,
       "mode": 0,
       "inputs": [
         {
           "name": "clip",
           "type": "CLIP",
-          "link": 4
+          "link": 5
         },
         {
           "name": "image",
           "type": "IMAGE",
-          "link": 10
+          "link": 11
         }
       ],
       "outputs": [
@@ -444,7 +485,7 @@
           "name": "CONDITIONING",
           "type": "CONDITIONING",
           "links": [
-            16
+            17
           ],
           "slot_index": 0
         }
@@ -461,7 +502,7 @@
       "title": "Negative (grounded, empty — used at CFG > 1)"
     },
     {
-      "id": 12,
+      "id": 13,
       "type": "EmptySD3LatentImage",
       "pos": [
         760,
@@ -472,13 +513,13 @@
         106
       ],
       "flags": {},
-      "order": 11,
+      "order": 12,
       "mode": 0,
       "inputs": [
         {
           "name": "width",
           "type": "INT",
-          "link": 12,
+          "link": 13,
           "widget": {
             "name": "width"
           }
@@ -486,7 +527,7 @@
         {
           "name": "height",
           "type": "INT",
-          "link": 13,
+          "link": 14,
           "widget": {
             "name": "height"
           }
@@ -497,7 +538,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            17
+            18
           ],
           "slot_index": 0
         }
@@ -513,7 +554,7 @@
       "title": "Target Latent (auto-sized from source)"
     },
     {
-      "id": 13,
+      "id": 14,
       "type": "KSampler",
       "pos": [
         1120,
@@ -524,28 +565,28 @@
         262
       ],
       "flags": {},
-      "order": 12,
+      "order": 13,
       "mode": 0,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 14
+          "link": 15
         },
         {
           "name": "positive",
           "type": "CONDITIONING",
-          "link": 15
+          "link": 16
         },
         {
           "name": "negative",
           "type": "CONDITIONING",
-          "link": 16
+          "link": 17
         },
         {
           "name": "latent_image",
           "type": "LATENT",
-          "link": 17
+          "link": 18
         }
       ],
       "outputs": [
@@ -553,7 +594,7 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            18
+            19
           ],
           "slot_index": 0
         }
@@ -572,7 +613,7 @@
       ]
     },
     {
-      "id": 14,
+      "id": 15,
       "type": "VAEDecode",
       "pos": [
         1120,
@@ -583,18 +624,18 @@
         46
       ],
       "flags": {},
-      "order": 13,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
           "name": "samples",
           "type": "LATENT",
-          "link": 18
+          "link": 19
         },
         {
           "name": "vae",
           "type": "VAE",
-          "link": 19
+          "link": 20
         }
       ],
       "outputs": [
@@ -602,7 +643,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            20
+            21
           ],
           "slot_index": 0
         }
@@ -612,7 +653,7 @@
       }
     },
     {
-      "id": 15,
+      "id": 16,
       "type": "SaveImage",
       "pos": [
         1120,
@@ -623,13 +664,13 @@
         270
       ],
       "flags": {},
-      "order": 14,
+      "order": 15,
       "mode": 0,
       "inputs": [
         {
           "name": "images",
           "type": "IMAGE",
-          "link": 20
+          "link": 21
         }
       ],
       "outputs": [],
@@ -641,7 +682,7 @@
       ]
     },
     {
-      "id": 16,
+      "id": 17,
       "type": "MarkdownNote",
       "pos": [
         1500,
@@ -652,7 +693,7 @@
         420
       ],
       "flags": {},
-      "order": 15,
+      "order": 16,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -660,7 +701,7 @@
         "Node name for S&R": "MarkdownNote"
       },
       "widgets_values": [
-        "## Krea 2 — instruction-based image editing (Identity Edit LoRA, single reference)\n\nTurns Krea 2 from text-to-image into an instruction-based image editor (background swaps, restyles, object changes) using one LoRA — no separate edit model. From [Benji's AI Playground video](https://www.youtube.com/watch?v=QW2Wp6WjQF4).\n\n**Required:** `krea2_identity_edit_v1_1.safetensors` ([conradlocke/krea2-identity-edit](https://huggingface.co/conradlocke/krea2-identity-edit)) at strength 1.0, plus the [comfyui-krea2edit](https://github.com/lbouaraba/comfyui-krea2edit) node pack. **Krea2 Edit (source patch)** injects the VAE-encoded source as clean context tokens; **Krea2 Edit (grounded encode)** encodes the instruction while the text encoder sees the source image. Do not bypass either.\n\n**Prompting:** plain-English instructions — `change the background to a beach at sunset`, `make his jacket red`. The target latent auto-matches the ~1MP-scaled source, so aspect ratio is preserved (keep total size ≤2MP).\n\n**grounding_px** (on the grounded-encode nodes): 384–768 trained range. Lower = stronger edit adherence, higher = stronger identity/likeness. 768 default.\n\n**Turbo vs Raw:** turbo (this file) = 10 steps / CFG 1.0 / euler. For removals or large deletions the LoRA author recommends the raw model: swap UNETLoader to `krea2_raw_bf16.safetensors`, 20 steps / CFG 3.0 — the empty grounded negative is already wired for CFG > 1.\n\n**Face detail:** at ~1MP faces can come back soft; run a second pass or an upscaler for production quality."
+        "## Krea 2 — instruction-based image editing (Identity Edit LoRA, single reference)\n\nTurns Krea 2 from text-to-image into an instruction-based image editor (background swaps, restyles, object changes) using one LoRA — no separate edit model. From [Benji's AI Playground video](https://www.youtube.com/watch?v=QW2Wp6WjQF4).\n\n**Required:** `krea2_identity_edit_v1_1.safetensors` ([conradlocke/krea2-identity-edit](https://huggingface.co/conradlocke/krea2-identity-edit)) at strength 1.0, plus the [comfyui-krea2edit](https://github.com/lbouaraba/comfyui-krea2edit) node pack. **Krea2 Edit (source patch)** injects the VAE-encoded source as clean context tokens; **Krea2 Edit (grounded encode)** encodes the instruction while the text encoder sees the source image. Do not bypass either.\n\n**Prompting:** plain-English instructions — `change the background to a beach at sunset`, `make his jacket red`.\n\n**Resolution:** the *Input max size* INT sets the render's longest edge (default 1280), same control as qwen-edit-turbo-v4. The source keeps its aspect ratio and the target latent auto-follows its post-scale size. Keep total area ≤2MP (the LoRA's trained ceiling); at native-resolution inputs just raise/lower this one INT.\n\n**grounding_px** (on the grounded-encode nodes): 384–768 trained range. Lower = stronger edit adherence, higher = stronger identity/likeness. 768 default.\n\n**Turbo vs Raw:** turbo (this file) = 10 steps / CFG 1.0 / euler. For removals or large deletions the LoRA author recommends the raw model: swap UNETLoader to `krea2_raw_bf16.safetensors`, 20 steps / CFG 3.0 — the empty grounded negative is already wired for CFG > 1.\n\n**Face detail:** at ~1MP faces can come back soft; run a second pass or an upscaler for production quality."
       ],
       "title": "About this workflow"
     }
@@ -668,27 +709,27 @@
   "links": [
     [
       1,
-      1,
-      0,
-      2,
+      6,
       0,
-      "MODEL"
+      7,
+      1,
+      "INT"
     ],
     [
       2,
-      2,
+      1,
       0,
-      9,
+      2,
       0,
       "MODEL"
     ],
     [
       3,
-      3,
+      2,
       0,
       10,
       0,
-      "CLIP"
+      "MODEL"
     ],
     [
       4,
@@ -700,15 +741,15 @@
     ],
     [
       5,
-      5,
+      3,
       0,
-      6,
+      12,
       0,
-      "IMAGE"
+      "CLIP"
     ],
     [
       6,
-      6,
+      5,
       0,
       7,
       0,
@@ -716,7 +757,7 @@
     ],
     [
       7,
-      6,
+      7,
       0,
       8,
       0,
@@ -724,23 +765,23 @@
     ],
     [
       8,
-      4,
+      7,
       0,
-      8,
-      1,
-      "VAE"
+      9,
+      0,
+      "IMAGE"
     ],
     [
       9,
-      6,
+      4,
       0,
-      10,
+      9,
       1,
-      "IMAGE"
+      "VAE"
     ],
     [
       10,
-      6,
+      7,
       0,
       11,
       1,
@@ -748,82 +789,90 @@
     ],
     [
       11,
-      8,
+      7,
       0,
+      12,
+      1,
+      "IMAGE"
+    ],
+    [
+      12,
       9,
+      0,
+      10,
       1,
       "LATENT"
     ],
     [
-      12,
-      7,
+      13,
+      8,
       0,
-      12,
+      13,
       0,
       "INT"
     ],
     [
-      13,
-      7,
+      14,
+      8,
       1,
-      12,
+      13,
       1,
       "INT"
     ],
     [
-      14,
-      9,
+      15,
+      10,
       0,
-      13,
+      14,
       0,
       "MODEL"
     ],
     [
-      15,
-      10,
+      16,
+      11,
       0,
-      13,
+      14,
       1,
       "CONDITIONING"
     ],
     [
-      16,
-      11,
+      17,
+      12,
       0,
-      13,
+      14,
       2,
       "CONDITIONING"
     ],
     [
-      17,
-      12,
-      0,
+      18,
       13,
+      0,
+      14,
       3,
       "LATENT"
     ],
     [
-      18,
-      13,
-      0,
+      19,
       14,
       0,
+      15,
+      0,
       "LATENT"
     ],
     [
-      19,
+      20,
       4,
       0,
-      14,
+      15,
       1,
       "VAE"
     ],
     [
-      20,
-      14,
-      0,
+      21,
       15,
       0,
+      16,
+      0,
       "IMAGE"
     ]
   ],