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workflows/qwen-edit-nsfw.json

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+        "## Model links\n\n### Checkpoint\n- [Qwen-Image-Edit-Rapid-AIO](https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO)\n\n### Text Encoders\n- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)\n\n### VAE\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 checkpoints/\n│   │      └── Qwen-Rapid-AIO-NSFW-v11.1.safetensors\n│   ├── 📂 text_encoders/\n│   │      └── qwen_2.5_vl_7b_fp8_scaled.safetensors\n│   └── 📂 vae/\n│          └── qwen_image_vae.safetensors\n```\n"
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+}

workflows/qwen-edit-turbo.json

@@ -0,0 +1,2195 @@
+{
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+  "revision": 0,
+  "last_node_id": 194,
+  "last_link_id": 377,
+  "nodes": [
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+      "type": "MarkdownNote",
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+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {},
+      "widgets_values": [
+        "## Model Links\n\n**text_encoders**\n\n- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/HunyuanVideo_1.5_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)\n\n**loras**\n\n- [Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning/resolve/main/Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors)\n\n**diffusion_models**\n\n- [qwen_image_edit_2511_bf16.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_bf16.safetensors)\n\n**vae**\n\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)\n\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      └── qwen_2.5_vl_7b_fp8_scaled.safetensors\n│   ├── 📂 loras/\n│   │      └── Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors\n│   ├── 📂 diffusion_models/\n│   │      └── qwen_image_edit_2511_bf16.safetensors\n│   └── 📂 vae/\n│          └── qwen_image_vae.safetensors\n```\n\n\n## Report Issue\n\nNote: please [update ComfyUI](https://docs.comfy.org/installation/update_comfyui) first and prepare required models. Desktop/Cloud will be updated after the stable release; nightly-supported models may not be included yet, please wait for the next stable release.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)"
+      ],
+      "color": "#222",
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+      "inputs": [],
+      "outputs": [],
+      "title": "KSampler settings",
+      "properties": {},
+      "widgets_values": [
+        "You can test and find the best setting by yourself. The following table is for reference.\n|   | Qwen | Comfy |\n|--------|---------|------------|\n| Steps  | 40      | 20         |\n| CFG    | 4.0     | 4.0       |\n\n"
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+          "links": null
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+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
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+      "widgets_values": [
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+      "outputs": [],
+      "title": "Note",
+      "properties": {},
+      "widgets_values": [
+        "The node below is a subgraph. Learn more at [Subgraph docs](https://docs.comfy.org/interface/features/subgraph)"
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+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [
+                  353
+                ]
+              }
+            ],
+            "properties": {
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+              "cnr_id": "comfy-core",
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+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": [
+              "index_timestep_zero"
+            ],
+            "color": "#222",
+            "bgcolor": "#000"
+          },
+          {
+            "id": 148,
+            "type": "FluxKontextMultiReferenceLatentMethod",
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+              3030
+            ],
+            "size": [
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+              76
+            ],
+            "flags": {
+              "collapsed": true
+            },
+            "order": 8,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "conditioning",
+                "name": "conditioning",
+                "type": "CONDITIONING",
+                "link": 319
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [
+                  352
+                ]
+              }
+            ],
+            "properties": {
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+              "cnr_id": "comfy-core",
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+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": [
+              "index_timestep_zero"
+            ],
+            "color": "#222",
+            "bgcolor": "#000"
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+          {
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+            "type": "TextEncodeQwenImageEditPlus",
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+              236
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+            "inputs": [
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+                "localized_name": "clip",
+                "name": "clip",
+                "type": "CLIP",
+                "link": 320
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
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+                "type": "VAE",
+                "link": 321
+              },
+              {
+                "localized_name": "image1",
+                "name": "image1",
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+                "type": "IMAGE",
+                "link": 322
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+              {
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+                "type": "IMAGE",
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+              {
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+                "name": "image3",
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+                "type": "IMAGE",
+                "link": 369
+              }
+            ],
+            "outputs": [
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+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [
+                  318
+                ]
+              }
+            ],
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+              "tabWidth": 65,
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+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": [
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+            "bgcolor": "#533"
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+            "mode": 0,
+            "inputs": [],
+            "outputs": [],
+            "properties": {},
+            "widgets_values": [
+              "The \"Edit Model Reference Method\" nodes above are not needed if you use Comfy files, but may be needed if you use repackaged ones from other people."
+            ],
+            "color": "#432",
+            "bgcolor": "#653"
+          },
+          {
+            "id": 151,
+            "type": "TextEncodeQwenImageEditPlus",
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+              2700
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+              236
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+            "mode": 0,
+            "inputs": [
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+                "name": "clip",
+                "type": "CLIP",
+                "link": 323
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
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+                "type": "VAE",
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+              },
+              {
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+                "name": "image1",
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+                "type": "IMAGE",
+                "link": 325
+              },
+              {
+                "localized_name": "image2",
+                "name": "image2",
+                "shape": 7,
+                "type": "IMAGE",
+                "link": 363
+              },
+              {
+                "localized_name": "image3",
+                "name": "image3",
+                "shape": 7,
+                "type": "IMAGE",
+                "link": 368
+              },
+              {
+                "localized_name": "prompt",
+                "name": "prompt",
+                "type": "STRING",
+                "widget": {
+                  "name": "prompt"
+                },
+                "link": 370
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [
+                  319
+                ]
+              }
+            ],
+            "title": "TextEncodeQwenImageEditPlus (Positive)",
+            "properties": {
+              "Node name for S&R": "TextEncodeQwenImageEditPlus",
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "enableTabs": false,
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+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": [
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+            "color": "#232",
+            "bgcolor": "#353"
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+          {
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+                "name": "model",
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+            ],
+            "outputs": [
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+                "localized_name": "patched_model",
+                "name": "patched_model",
+                "type": "MODEL",
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+                  331
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+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
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+            "widgets_values": [
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+          },
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+            "type": "LoraLoaderModelOnly",
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+                "name": "lora_name",
+                "type": "COMBO",
+                "widget": {
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+                "link": 375
+              }
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+            "outputs": [
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+                "name": "MODEL",
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+              "tabXOffset": 10,
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+              "secondTabText": "Send Back",
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+              {
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+                "name": "vae",
+                "type": "VAE",
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+              }
+            ],
+            "outputs": [
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+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  354
+                ]
+              }
+            ],
+            "properties": {
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+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
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+              "secondTabText": "Send Back",
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+              "secondTabWidth": 65
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+            "widgets_values": []
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+            "type": "UNETLoader",
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+            ],
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+                "name": "MODEL",
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+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": [
+              "qwen_image_edit_2511_bf16.safetensors",
+              "default"
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+          },
+          {
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+            "type": "CLIPLoader",
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+                "type": "COMBO",
+                "widget": {
+                  "name": "clip_name"
+                },
+                "link": 373
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CLIP",
+                "name": "CLIP",
+                "type": "CLIP",
+                "links": [
+                  320,
+                  323
+                ]
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+            "properties": {
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+              "cnr_id": "comfy-core",
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+                  "name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
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+                }
+              ],
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+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
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+              "secondTabWidth": 65
+            },
+            "widgets_values": [
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+              "default"
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+          },
+          {
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+            "type": "ComfySwitchNode",
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+            "flags": {},
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+            "mode": 0,
+            "inputs": [
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+                "name": "on_false",
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+              {
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+                "type": "BOOLEAN",
+                "widget": {
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+                "localized_name": "output",
+                "name": "output",
+                "type": "MODEL",
+                "links": [
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+                ]
+              }
+            ],
+            "title": "Switch (Model)",
+            "properties": {
+              "Node name for S&R": "ComfySwitchNode",
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+              "enableTabs": false,
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+              "secondTabWidth": 65
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+                "name": "INT",
+                "type": "INT",
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+              }
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+            "title": "Steps",
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+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
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+            "widgets_values": [
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+              "fixed"
+            ]
+          },
+          {
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+            "flags": {},
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+            "inputs": [],
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+                "name": "INT",
+                "type": "INT",
+                "links": [
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+              }
+            ],
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+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
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+              "secondTabWidth": 65
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+                "widget": {
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+            ],
+            "outputs": [
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+                "localized_name": "BOOLEAN",
+                "name": "BOOLEAN",
+                "type": "BOOLEAN",
+                "links": [
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+                  350
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+              }
+            ],
+            "title": "Enable 4steps LoRA?",
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+              "cnr_id": "comfy-core",
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+              "enableTabs": false,
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+              "tabXOffset": 10,
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+                "widget": {
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+            ],
+            "outputs": [
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+                "name": "output",
+                "type": "FLOAT",
+                "links": [
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+                ]
+              }
+            ],
+            "title": "Switch (CFG)",
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+              "cnr_id": "comfy-core",
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+          "name": "FLOAT",
+          "type": "FLOAT",
+          "slot_index": 0,
+          "links": [
+            28
+          ]
+        }
+      ],
+      "title": "Full CFG",
+      "properties": {
+        "Node name for S&R": "PrimitiveFloat"
+      },
+      "widgets_values": [
+        4
+      ]
+    },
+    {
+      "id": 16,
+      "type": "PrimitiveFloat",
+      "pos": [
+        -120,
+        480
+      ],
+      "size": [
+        300,
+        90
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "FLOAT",
+          "type": "FLOAT",
+          "slot_index": 0,
+          "links": [
+            29
+          ]
+        }
+      ],
+      "title": "Accel CFG",
+      "properties": {
+        "Node name for S&R": "PrimitiveFloat"
+      },
+      "widgets_values": [
+        1
+      ]
+    },
+    {
+      "id": 17,
+      "type": "ComfySwitchNode",
+      "pos": [
+        320,
+        340
+      ],
+      "size": [
+        260,
+        110
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "on_false",
+          "type": "FLOAT",
+          "link": 28
+        },
+        {
+          "name": "on_true",
+          "type": "FLOAT",
+          "link": 29
+        },
+        {
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": 30
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "FLOAT",
+          "slot_index": 0,
+          "links": [
+            31
+          ]
+        }
+      ],
+      "title": "Switch: CFG",
+      "properties": {
+        "Node name for S&R": "ComfySwitchNode"
+      },
+      "widgets_values": [
+        false
+      ]
+    },
+    {
+      "id": 19,
+      "type": "TextEncodeQwenImageEditPlus",
+      "pos": [
+        -820,
+        500
+      ],
+      "size": [
+        400,
+        180
+      ],
+      "flags": {},
+      "order": 21,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 11
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 13
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 16
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 36
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            19
+          ]
+        }
+      ],
+      "title": "Negative prompt",
+      "properties": {
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 21,
+      "type": "FluxKontextMultiReferenceLatentMethod",
+      "pos": [
+        -380,
+        500
+      ],
+      "size": [
+        330,
+        60
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 19
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            21
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "FluxKontextMultiReferenceLatentMethod"
+      },
+      "widgets_values": [
+        "index_timestep_zero"
+      ]
+    },
+    {
+      "id": 22,
+      "type": "VAEEncode",
+      "pos": [
+        -380,
+        640
+      ],
+      "size": [
+        240,
+        50
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 17
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 22
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            23
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEEncode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 24,
+      "type": "VAEDecode",
+      "pos": [
+        980,
+        60
+      ],
+      "size": [
+        220,
+        50
+      ],
+      "flags": {},
+      "order": 26,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 32
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 33
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            34
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 25,
+      "type": "SaveImage",
+      "pos": [
+        1240,
+        60
+      ],
+      "size": [
+        440,
+        470
+      ],
+      "flags": {},
+      "order": 27,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 34
+        }
+      ],
+      "outputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "SaveImage"
+      },
+      "widgets_values": [
+        "Qwen_Edit"
+      ]
+    },
+    {
+      "id": 26,
+      "type": "MarkdownNote",
+      "pos": [
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+      "size": [
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+        270
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "How to use",
+      "properties": {},
+      "widgets_values": [
+        "## Qwen Image Edit — Master Workflow\n\n**One toggle controls quality vs speed:** the **Accelerate?** boolean node (bottom-left).\n\n- **ON (true)**  = Lightning 4-step LoRA + 4 steps + CFG 1.0 (fast)\n- **OFF (false)** = no Lightning + 20 steps + CFG 4.0 (best quality)\n\nIt drives the three **Switch** nodes (MODEL / STEPS / CFG) together, so you only flip one thing.\n\n**Your content LoRAs** go in the **Power Lora Loader** (add/stack/toggle each). It is always applied in both modes.\n\nModel: `qwen_image_edit_2511_fp8mixed` (20GB fp8 — loads ~2x faster than bf16)."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 1,
+      "type": "UNETLoader",
+      "pos": [
+        -1560,
+        -160
+      ],
+      "size": [
+        380,
+        82
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            1
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "UNETLoader"
+      },
+      "widgets_values": [
+        "qwen_image_edit_2511_bf16.safetensors",
+        "default"
+      ]
+    },
+    {
+      "id": 8,
+      "type": "Power Lora Loader (rgthree)",
+      "pos": [
+        -520,
+        -200
+      ],
+      "size": [
+        360,
+        180
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "dir": 3,
+          "name": "model",
+          "type": "MODEL",
+          "link": 3
+        },
+        {
+          "dir": 3,
+          "name": "clip",
+          "type": "CLIP",
+          "link": 4
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            5,
+            6
+          ]
+        },
+        {
+          "dir": 4,
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 1,
+          "links": [
+            10,
+            11
+          ]
+        }
+      ],
+      "title": "Power Lora Loader (content LoRAs)",
+      "properties": {
+        "Show Strengths": "Single Strength",
+        "Match": "",
+        "Node name for S&R": "Power Lora Loader (rgthree)"
+      },
+      "widgets_values": [
+        {},
+        {
+          "type": "PowerLoraLoaderHeaderWidget"
+        },
+        {
+          "on": true,
+          "lora": "Qwen4Play_v2.safetensors",
+          "strength": 1,
+          "strengthTwo": null
+        },
+        {},
+        ""
+      ]
+    },
+    {
+      "id": 18,
+      "type": "TextEncodeQwenImageEditPlus",
+      "pos": [
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+        260
+      ],
+      "size": [
+        400,
+        200
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 10
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 12
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 15
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 37
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            18
+          ]
+        }
+      ],
+      "title": "Positive prompt",
+      "properties": {
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        "replace the outfit of the subject with the bikini in the second image, don't change anything else"
+      ]
+    },
+    {
+      "id": 5,
+      "type": "FluxKontextImageScale",
+      "pos": [
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+        315.2963018071418
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+        58
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 14
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            15,
+            16,
+            17
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "FluxKontextImageScale"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 27,
+      "type": "LoadImage",
+      "pos": [
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+        673.121941232823
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+      "size": [
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+        340
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            35
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "slot_index": 1,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "Screenshot 2026-07-02 at 6.05.45 PM.png",
+        "image"
+      ]
+    },
+    {
+      "id": 28,
+      "type": "FluxKontextImageScale",
+      "pos": [
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+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 35
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            36,
+            37
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "FluxKontextImageScale"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 4,
+      "type": "LoadImage",
+      "pos": [
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+      "size": [
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+        340
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+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            14
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "slot_index": 1,
+          "links": []
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "_DSC5579.jpg",
+        "image"
+      ]
+    },
+    {
+      "id": 11,
+      "type": "ComfySwitchNode",
+      "pos": [
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+        -355.3210645444286
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+      "size": [
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+        110
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+      "flags": {},
+      "order": 22,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "on_false",
+          "type": "MODEL",
+          "link": 6
+        },
+        {
+          "name": "on_true",
+          "type": "MODEL",
+          "link": 7
+        },
+        {
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            9
+          ]
+        }
+      ],
+      "title": "Switch: MODEL",
+      "properties": {
+        "Node name for S&R": "ComfySwitchNode"
+      },
+      "widgets_values": [
+        false
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+    {
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+      "type": "LoraLoaderModelOnly",
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+      "mode": 0,
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+          "type": "MODEL",
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+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [
+            7
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+        }
+      ],
+      "title": "Lightning 4-step LoRA (acceleration)",
+      "properties": {
+        "Node name for S&R": "LoraLoaderModelOnly"
+      },
+      "widgets_values": [
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+        1
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+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [
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+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 18
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+      "outputs": [
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+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            20
+          ]
+        }
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+      "properties": {
+        "Node name for S&R": "FluxKontextMultiReferenceLatentMethod"
+      },
+      "widgets_values": [
+        "index_timestep_zero"
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+      "type": "PrimitiveBoolean",
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+          "type": "BOOLEAN",
+          "slot_index": 0,
+          "links": [
+            8,
+            26,
+            30
+          ]
+        }
+      ],
+      "title": "Accelerate?  (ON=fast 4-step / OFF=full quality)",
+      "properties": {
+        "Node name for S&R": "PrimitiveBoolean"
+      },
+      "widgets_values": [
+        false
+      ]
+    },
+    {
+      "id": 23,
+      "type": "KSampler",
+      "pos": [
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+        60
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+      "size": [
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+      "flags": {},
+      "order": 25,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 9
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 20
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 21
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 23
+        },
+        {
+          "name": "steps",
+          "type": "INT",
+          "widget": {
+            "name": "steps"
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+          "link": 27
+        },
+        {
+          "name": "cfg",
+          "type": "FLOAT",
+          "widget": {
+            "name": "cfg"
+          },
+          "link": 31
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            32
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
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