diff --git a/change3/bak_change_fast3.json b/change3/bak_change_fast3.json
new file mode 100644
index 0000000..f42904b
--- /dev/null
+++ b/change3/bak_change_fast3.json
@@ -0,0 +1,465 @@
+{
+  "1": {
+    "inputs": {
+      "samples": [
+        "22",
+        0
+      ],
+      "vae": [
+        "13",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "2": {
+    "inputs": {
+      "to_ref": true,
+      "ref_main_image": true,
+      "ref_longest_edge": [
+        "20",
+        0
+      ],
+      "ref_crop": "center",
+      "ref_upscale": "lanczos",
+      "to_vl": true,
+      "vl_resize": true,
+      "vl_target_size": 384,
+      "vl_crop": "disabled",
+      "vl_upscale": "bicubic",
+      "image": [
+        "10",
+        0
+      ],
+      "configs": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "QwenEditConfigPreparer",
+    "_meta": {
+      "title": "Qwen Edit Config Preparer"
+    }
+  },
+  "3": {
+    "inputs": {
+      "max_size": [
+        "25",
+        0
+      ],
+      "image": [
+        "4",
+        0
+      ]
+    },
+    "class_type": "QwenEditAdaptiveLongestEdge",
+    "_meta": {
+      "title": "Qwen Edit Adaptive Longest Edge"
+    }
+  },
+  "4": {
+    "inputs": {
+      "image": "70474cfbc4f51e083610b18f441396db.jpg"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "5": {
+    "inputs": {
+      "to_ref": true,
+      "ref_main_image": true,
+      "ref_longest_edge": [
+        "3",
+        0
+      ],
+      "ref_crop": "center",
+      "ref_upscale": "lanczos",
+      "to_vl": true,
+      "vl_resize": true,
+      "vl_target_size": 384,
+      "vl_crop": "disabled",
+      "vl_upscale": "bicubic",
+      "image": [
+        "4",
+        0
+      ],
+      "configs": [
+        "2",
+        0
+      ]
+    },
+    "class_type": "QwenEditConfigPreparer",
+    "_meta": {
+      "title": "Qwen Edit Config Preparer"
+    }
+  },
+  "7": {
+    "inputs": {
+      "custom_output": [
+        "15",
+        2
+      ]
+    },
+    "class_type": "QwenEditOutputExtractor",
+    "_meta": {
+      "title": "Qwen Edit Output Extractor"
+    }
+  },
+  "8": {
+    "inputs": {
+      "to_ref": true,
+      "ref_main_image": true,
+      "ref_longest_edge": [
+        "9",
+        0
+      ],
+      "ref_crop": "center",
+      "ref_upscale": "lanczos",
+      "to_vl": true,
+      "vl_resize": true,
+      "vl_target_size": 384,
+      "vl_crop": "disabled",
+      "vl_upscale": "bicubic",
+      "image": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "QwenEditConfigPreparer",
+    "_meta": {
+      "title": "Qwen Edit Config Preparer"
+    }
+  },
+  "9": {
+    "inputs": {
+      "max_size": [
+        "25",
+        0
+      ],
+      "image": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "QwenEditAdaptiveLongestEdge",
+    "_meta": {
+      "title": "Qwen Edit Adaptive Longest Edge"
+    }
+  },
+  "10": {
+    "inputs": {
+      "image": "cq5dam.web.hE7E3DA.1800.1800 - 2024-04-29T161212.795.jpg"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "11": {
+    "inputs": {
+      "image": "cq5dam.web.hE7E3DA.1800.1800 - 2024-04-29T161206.244.jpg"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "13": {
+    "inputs": {
+      "vae_name": "qwen_image_vae.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "14": {
+    "inputs": {
+      "prompt": "",
+      "return_full_refs_cond": true,
+      "instruction": "Describe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.",
+      "clip": [
+        "38",
+        0
+      ],
+      "vae": [
+        "13",
+        0
+      ],
+      "configs": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "TextEncodeQwenImageEditPlusCustom_lrzjason",
+    "_meta": {
+      "title": "TextEncodeQwenImageEditPlusCustom lrzjason"
+    }
+  },
+  "15": {
+    "inputs": {
+      "prompt": [
+        "31",
+        0
+      ],
+      "return_full_refs_cond": true,
+      "instruction": "Describe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.",
+      "clip": [
+        "38",
+        0
+      ],
+      "vae": [
+        "13",
+        0
+      ],
+      "configs": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "TextEncodeQwenImageEditPlusCustom_lrzjason",
+    "_meta": {
+      "title": "TextEncodeQwenImageEditPlusCustom lrzjason"
+    }
+  },
+  "16": {
+    "inputs": {
+      "gguf_name": "FireRed-Image-Edit-1.1-Q4_0.gguf"
+    },
+    "class_type": "LoaderGGUF",
+    "_meta": {
+      "title": "GGUF Loader"
+    }
+  },
+  "17": {
+    "inputs": {
+      "lora_name": "FireRed-Image-Edit-1.0-Lightning-8steps-v1.0.safetensors",
+      "strength_model": 1,
+      "model": [
+        "16",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "19": {
+    "inputs": {
+      "image": [
+        "1",
+        0
+      ],
+      "pad_info": [
+        "7",
+        0
+      ]
+    },
+    "class_type": "CropWithPadInfo",
+    "_meta": {
+      "title": "Crop With Pad Info"
+    }
+  },
+  "20": {
+    "inputs": {
+      "max_size": [
+        "25",
+        0
+      ],
+      "image": [
+        "10",
+        0
+      ]
+    },
+    "class_type": "QwenEditAdaptiveLongestEdge",
+    "_meta": {
+      "title": "Qwen Edit Adaptive Longest Edge"
+    }
+  },
+  "21": {
+    "inputs": {
+      "samples1": [
+        "15",
+        1
+      ],
+      "samples2": [
+        "14",
+        1
+      ]
+    },
+    "class_type": "LatentAdd",
+    "_meta": {
+      "title": "Latent相加"
+    }
+  },
+  "22": {
+    "inputs": {
+      "seed": 1121572473225362,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "euler",
+      "scheduler": "normal",
+      "denoise": 1,
+      "model": [
+        "17",
+        0
+      ],
+      "positive": [
+        "15",
+        0
+      ],
+      "negative": [
+        "14",
+        0
+      ],
+      "latent_image": [
+        "28",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "25": {
+    "inputs": {
+      "Number": "1300"
+    },
+    "class_type": "Int",
+    "_meta": {
+      "title": "Int"
+    }
+  },
+  "28": {
+    "inputs": {
+      "upscale_method": "nearest-exact",
+      "width": [
+        "29",
+        0
+      ],
+      "height": [
+        "30",
+        0
+      ],
+      "crop": "disabled",
+      "samples": [
+        "21",
+        0
+      ]
+    },
+    "class_type": "LatentUpscale",
+    "_meta": {
+      "title": "缩放Latent"
+    }
+  },
+  "29": {
+    "inputs": {
+      "Number": "768"
+    },
+    "class_type": "Int",
+    "_meta": {
+      "title": "Int"
+    }
+  },
+  "30": {
+    "inputs": {
+      "Number": "1024"
+    },
+    "class_type": "Int",
+    "_meta": {
+      "title": "Int"
+    }
+  },
+  "31": {
+    "inputs": {
+      "value": "图1的背景改成纯色深灰色，生成人物全身站立图,穿图2的衣服，穿图3的衣服。维持衣服材质。"
+    },
+    "class_type": "PrimitiveStringMultiline",
+    "_meta": {
+      "title": "字符串（多行）"
+    }
+  },
+  "32": {
+    "inputs": {
+      "upscale_method": "nearest-exact",
+      "width": [
+        "29",
+        0
+      ],
+      "height": [
+        "30",
+        0
+      ],
+      "crop": "center",
+      "image": [
+        "19",
+        0
+      ]
+    },
+    "class_type": "ImageScale",
+    "_meta": {
+      "title": "缩放图像"
+    }
+  },
+  "33": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "32",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "36": {
+    "inputs": {
+      "rgthree_comparer": {
+        "images": [
+          {
+            "name": "A",
+            "selected": true,
+            "url": "/api/view?filename=rgthree.compare._temp_olfct_00001_.png&type=temp&subfolder=&rand=0.5054960464066687"
+          },
+          {
+            "name": "B",
+            "selected": true,
+            "url": "/api/view?filename=rgthree.compare._temp_olfct_00002_.png&type=temp&subfolder=&rand=0.03696578228441516"
+          }
+        ]
+      },
+      "image_a": [
+        "32",
+        0
+      ],
+      "image_b": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "Image Comparer (rgthree)",
+    "_meta": {
+      "title": "Image Comparer (rgthree)"
+    }
+  },
+  "38": {
+    "inputs": {
+      "clip_name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
+      "type": "qwen_image",
+      "device": "default"
+    },
+    "class_type": "CLIPLoader",
+    "_meta": {
+      "title": "加载CLIP"
+    }
+  }
+}
\ No newline at end of file
diff --git a/change3/change_fast3.json b/change3/change_fast3.json
index f42904b..452c174 100644
--- a/change3/change_fast3.json
+++ b/change3/change_fast3.json
@@ -1,465 +1,2787 @@
 {
-  "1": {
-    "inputs": {
-      "samples": [
-        "22",
-        0
+  "id": "22059f24-acde-4643-bb6a-6f8d917c996d",
+  "revision": 0,
+  "last_node_id": 38,
+  "last_link_id": 84,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "VAEDecode",
+      "pos": [
+        3729.8433593750005,
+        130
       ],
-      "vae": [
-        "13",
-        0
-      ]
-    },
-    "class_type": "VAEDecode",
-    "_meta": {
-      "title": "VAE解码"
-    }
-  },
-  "2": {
-    "inputs": {
-      "to_ref": true,
-      "ref_main_image": true,
-      "ref_longest_edge": [
-        "20",
-        0
+      "size": [
+        140,
+        46
       ],
-      "ref_crop": "center",
-      "ref_upscale": "lanczos",
-      "to_vl": true,
-      "vl_resize": true,
-      "vl_target_size": 384,
-      "vl_crop": "disabled",
-      "vl_upscale": "bicubic",
-      "image": [
-        "10",
-        0
+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "Latent",
+          "name": "samples",
+          "type": "LATENT",
+          "link": 43
+        },
+        {
+          "label": "VAE",
+          "name": "vae",
+          "type": "VAE",
+          "link": 44
+        }
       ],
-      "configs": [
-        "8",
-        0
-      ]
-    },
-    "class_type": "QwenEditConfigPreparer",
-    "_meta": {
-      "title": "Qwen Edit Config Preparer"
-    }
-  },
-  "3": {
-    "inputs": {
-      "max_size": [
-        "25",
-        0
+      "outputs": [
+        {
+          "label": "图像",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            66
+          ]
+        }
       ],
-      "image": [
-        "4",
-        0
-      ]
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.20.0",
+        "Node name for S&R": "VAEDecode",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {},
+          "version": "7.6.2"
+        },
+        "ttNbgOverride": {
+          "color": "#223",
+          "bgcolor": "#335",
+          "groupcolor": "#88A"
+        }
+      },
+      "widgets_values": [],
+      "color": "#223",
+      "bgcolor": "#335"
     },
-    "class_type": "QwenEditAdaptiveLongestEdge",
-    "_meta": {
-      "title": "Qwen Edit Adaptive Longest Edge"
-    }
-  },
-  "4": {
-    "inputs": {
-      "image": "70474cfbc4f51e083610b18f441396db.jpg"
-    },
-    "class_type": "LoadImage",
-    "_meta": {
-      "title": "加载图像"
-    }
-  },
-  "5": {
-    "inputs": {
-      "to_ref": true,
-      "ref_main_image": true,
-      "ref_longest_edge": [
-        "3",
-        0
+    {
+      "id": 7,
+      "type": "QwenEditOutputExtractor",
+      "pos": [
+        2669.6865234375005,
+        306
       ],
-      "ref_crop": "center",
-      "ref_upscale": "lanczos",
-      "to_vl": true,
-      "vl_resize": true,
-      "vl_target_size": 384,
-      "vl_crop": "disabled",
-      "vl_upscale": "bicubic",
-      "image": [
-        "4",
-        0
+      "size": [
+        220.1568359375,
+        226
       ],
-      "configs": [
-        "2",
-        0
-      ]
-    },
-    "class_type": "QwenEditConfigPreparer",
-    "_meta": {
-      "title": "Qwen Edit Config Preparer"
-    }
-  },
-  "7": {
-    "inputs": {
-      "custom_output": [
-        "15",
-        2
-      ]
-    },
-    "class_type": "QwenEditOutputExtractor",
-    "_meta": {
-      "title": "Qwen Edit Output Extractor"
-    }
-  },
-  "8": {
-    "inputs": {
-      "to_ref": true,
-      "ref_main_image": true,
-      "ref_longest_edge": [
-        "9",
-        0
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "custom_output",
+          "name": "custom_output",
+          "type": "ANY",
+          "link": 53
+        }
       ],
-      "ref_crop": "center",
-      "ref_upscale": "lanczos",
-      "to_vl": true,
-      "vl_resize": true,
-      "vl_target_size": 384,
-      "vl_crop": "disabled",
-      "vl_upscale": "bicubic",
-      "image": [
-        "11",
-        0
-      ]
-    },
-    "class_type": "QwenEditConfigPreparer",
-    "_meta": {
-      "title": "Qwen Edit Config Preparer"
-    }
-  },
-  "9": {
-    "inputs": {
-      "max_size": [
-        "25",
-        0
+      "outputs": [
+        {
+          "label": "pad_info",
+          "name": "pad_info",
+          "type": "ANY",
+          "links": [
+            67
+          ]
+        },
+        {
+          "label": "full_refs_cond",
+          "name": "full_refs_cond",
+          "type": "CONDITIONING",
+          "links": null
+        },
+        {
+          "label": "main_ref_cond",
+          "name": "main_ref_cond",
+          "type": "CONDITIONING",
+          "links": null
+        },
+        {
+          "label": "main_image",
+          "name": "main_image",
+          "type": "IMAGE",
+          "links": null
+        },
+        {
+          "label": "vae_images",
+          "name": "vae_images",
+          "type": "LIST",
+          "links": null
+        },
+        {
+          "label": "ref_latents",
+          "name": "ref_latents",
+          "type": "LIST",
+          "links": null
+        },
+        {
+          "label": "vl_images",
+          "name": "vl_images",
+          "type": "LIST",
+          "links": null
+        },
+        {
+          "label": "full_prompt",
+          "name": "full_prompt",
+          "type": "STRING",
+          "links": null
+        },
+        {
+          "label": "llama_template",
+          "name": "llama_template",
+          "type": "STRING",
+          "links": null
+        },
+        {
+          "label": "no_refs_cond",
+          "name": "no_refs_cond",
+          "type": "CONDITIONING",
+          "links": null
+        },
+        {
+          "label": "mask",
+          "name": "mask",
+          "type": "MASK",
+          "links": null
+        }
       ],
-      "image": [
-        "11",
-        0
-      ]
+      "properties": {
+        "aux_id": "lrzjason/Comfyui-QwenEditUtils",
+        "ver": "cdd4d028c6491d27a40092d7795158668cec9189",
+        "Node name for S&R": "QwenEditOutputExtractor",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {},
+          "version": "7.6.2"
+        },
+        "ttNbgOverride": {
+          "color": "#223",
+          "bgcolor": "#335",
+          "groupcolor": "#88A"
+        }
+      },
+      "widgets_values": [],
+      "color": "#223",
+      "bgcolor": "#335"
     },
-    "class_type": "QwenEditAdaptiveLongestEdge",
-    "_meta": {
-      "title": "Qwen Edit Adaptive Longest Edge"
-    }
-  },
-  "10": {
-    "inputs": {
-      "image": "cq5dam.web.hE7E3DA.1800.1800 - 2024-04-29T161212.795.jpg"
-    },
-    "class_type": "LoadImage",
-    "_meta": {
-      "title": "加载图像"
-    }
-  },
-  "11": {
-    "inputs": {
-      "image": "cq5dam.web.hE7E3DA.1800.1800 - 2024-04-29T161206.244.jpg"
-    },
-    "class_type": "LoadImage",
-    "_meta": {
-      "title": "加载图像"
-    }
-  },
-  "13": {
-    "inputs": {
-      "vae_name": "qwen_image_vae.safetensors"
-    },
-    "class_type": "VAELoader",
-    "_meta": {
-      "title": "加载VAE"
-    }
-  },
-  "14": {
-    "inputs": {
-      "prompt": "",
-      "return_full_refs_cond": true,
-      "instruction": "Describe the key features of the input image (color, shape, size, texture, objects, background), then explain how the user's text instruction should alter or modify the image. Generate a new image that meets the user's requirements while maintaining consistency with the original input where appropriate.",
-      "clip": [
-        "38",
-        0
+    {
+      "id": 9,
+      "type": "QwenEditAdaptiveLongestEdge",
+      "pos": [
+        600,
+        530
       ],
-      "vae": [
-        "13",
-        0
+      "size": [
+        324.378515625,
+        58
       ],
-      "configs": [
-        "5",
-        0
-      ]
-    },
-    "class_type": "TextEncodeQwenImageEditPlusCustom_lrzjason",
-    "_meta": {
-      "title": "TextEncodeQwenImageEditPlusCustom lrzjason"
-    }
-  },
-  "15": {
-    "inputs": {
-      "prompt": [
-        "31",
-        0
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 57
+        },
+        {
+          "label": "max_size",
+          "name": "max_size",
+          "type": "INT",
+          "widget": {
+            "name": "max_size"
+          },
+          "link": 56
+        }
       ],
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