Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+result/result1.png filter=lfs diff=lfs merge=lfs -text
+result/result2.png filter=lfs diff=lfs merge=lfs -text
+result/result3.png filter=lfs diff=lfs merge=lfs -text
+result/test.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,97 @@
+---
+license: apache-2.0
+language:
+- en
+base_model:
+- Qwen/Qwen-Image-Edit-2511
+tags:
+- image-generation
+- lora
+- Qwen-Image
+pipeline_tag: image-to-image
+library_name: diffusers
+widget:
+- text: >-
+    Upscale this picture to 4K resolution. 
+  output:
+    url: result/result1.png
+- text: >-
+    Upscale this picture to 4K resolution.
+  output:
+    url: result/result2.png
+- text: >-
+    Upscale this picture to 4K resolution.  
+  output:
+    url: result/result3.png
+
+---
+# starsfriday Qwen-Image-Edit-2511 LoRA
+
+<Gallery />
+
+## Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This is a model for High-definition magnification of the picture, trained on ```Qwen/Qwen-Image-Edit-2511```, and it is mainly used for losslessly enlarging images to approximately 2K size.For use in ```ComfyUI```.
+
+<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+  <h2 style="color: #24292e; margin-top: 0;">ComfyUI Workflow</h2>
+  <p>This LoRA works with a modified version of <a href="https://huggingface.co/starsfriday/Qwen-Image-Edit-2511-Upscale2K/blob/main/Upscale.json" style="color: #0366d6; text-decoration: none;">Comfy's Qwen/Qwen-Image-Edit-2511 workflow</a>. The main modification is adding a Qwen/Qwen-Image-Edit-2511 LoRA node connected to the base model.</p>
+  <p>See the Downloads section above for the modified workflow.</p>
+</div>
+
+### Direct Use
+
+```
+from diffusers import QwenImageEditPipeline
+import torch
+from PIL import Image
+
+# Load the pipeline
+pipeline = QwenImageEditPipeline.from_pretrained("Qwen/Qwen-Image-Edit-2511")
+pipeline.to(torch.bfloat16)
+pipeline.to("cuda")
+
+# Load trained LoRA weights for in-scene editing
+pipeline.load_lora_weights("starsfriday/Qwen-Image-Edit-2511-Upscale2K", weight_name="qwen_image_edit_2511_upscale.safetensors")
+
+# Load input image
+image = Image.open("./result/test.jpg").convert("RGB")
+
+# Define in-scene editing prompt
+prompt = "Upscale this picture to 4K resolution."
+
+# Generate edited image with enhanced scene understanding
+inputs = {
+    "image": image,
+    "prompt": prompt,
+    "generator": torch.manual_seed(12345),
+    "true_cfg_scale": 4.0,
+    "negative_prompt": " ",
+    "num_inference_steps": 50,
+}
+
+with torch.inference_mode():
+    output = pipeline(**inputs)
+    output_image = output.images[0]
+    output_image.save("edited_image.png")
+
+
+```
+
+## Trigger phrase
+
+```Upscale this picture to 4K resolution.```
+
+There is no fixed trigger word. The specific removal prompt needs to be tested more
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](https://huggingface.co/starsfriday/Qwen-Image-Edit-2511-Upscale2K)
+
+## Training at Chongqing Valiant Cat
+
+This model was trained by the AI Laboratory of Chongqing Valiant Cat Technology Co., LTD(```https://vvicat.com/```).Business cooperation is welcome

Upscale.json

@@ -0,0 +1,1153 @@
+{
+  "id": "91f6bbe2-ed41-4fd6-bac7-71d5b5864ecb",
+  "revision": 0,
+  "last_node_id": 117,
+  "last_link_id": 196,
+  "nodes": [
+    {
+      "id": 99,
+      "type": "Seed (rgthree)",
+      "pos": [
+        420.96197406560714,
+        466.84280189097996
+      ],
+      "size": [
+        210,
+        130
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "dir": 4,
+          "label": "随机种",
+          "name": "SEED",
+          "shape": 3,
+          "type": "INT",
+          "links": [
+            162
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "rgthree-comfy",
+        "ver": "f044a9dbb3fc9de55c6244d616d386986add3072"
+      },
+      "widgets_values": [
+        -1,
+        "",
+        "",
+        ""
+      ]
+    },
+    {
+      "id": 38,
+      "type": "CLIPLoader",
+      "pos": [
+        -34.261653900146484,
+        198.56765747070312
+      ],
+      "size": [
+        330,
+        110
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 0,
+          "links": [
+            75,
+            167
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "CLIPLoader",
+        "models": [
+          {
+            "name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
+            "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors",
+            "directory": "text_encoders"
+          }
+        ],
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "qwen_2.5_vl_7b_fp8_scaled.safetensors",
+        "qwen_image",
+        "default"
+      ]
+    },
+    {
+      "id": 39,
+      "type": "VAELoader",
+      "pos": [
+        -35.67443084716797,
+        346.28021240234375
+      ],
+      "size": [
+        330,
+        60
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 0,
+          "links": [
+            76,
+            171
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "VAELoader",
+        "models": [
+          {
+            "name": "qwen_image_vae.safetensors",
+            "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors",
+            "directory": "vae"
+          }
+        ],
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "qwen_image_vae.safetensors"
+      ]
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [
+        722.103545110529,
+        -59.922979511608055
+      ],
+      "size": [
+        210,
+        46
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 128
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 76
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            161,
+            179
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "VAEDecode",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 66,
+      "type": "ModelSamplingAuraFlow",
+      "pos": [
+        370.60226337224776,
+        -67.29079643665688
+      ],
+      "size": [
+        300,
+        58
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 194
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            125
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "ModelSamplingAuraFlow",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        3.1000000000000005
+      ]
+    },
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [
+        334.4206532648259,
+        265.8027017933237
+      ],
+      "size": [
+        350.8778076171875,
+        138.01828002929688
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 75
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            142
+          ]
+        }
+      ],
+      "title": "CLIP Text Encode (Negative Prompt)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "CLIPTextEncode",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 98,
+      "type": "PreviewImage",
+      "pos": [
+        1027.363125565962,
+        127.53016043368171
+      ],
+      "size": [
+        252.37942504882812,
+        369.21356201171875
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 161
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 107,
+      "type": "PreviewImage",
+      "pos": [
+        1301.8432281050245,
+        175.18197694857315
+      ],
+      "size": [
+        327.1199645996094,
+        295.25982666015625
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 180
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 108,
+      "type": "CR SDXL Aspect Ratio",
+      "pos": [
+        10.162493385662,
+        475.82653395774093
+      ],
+      "size": [
+        270,
+        278
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "宽度",
+          "name": "width",
+          "type": "INT",
+          "widget": {
+            "name": "width"
+          },
+          "link": 188
+        },
+        {
+          "label": "高度",
+          "name": "height",
+          "type": "INT",
+          "widget": {
+            "name": "height"
+          },
+          "link": 189
+        },
+        {
+          "label": "宽高比",
+          "name": "aspect_ratio",
+          "type": "COMBO",
+          "widget": {
+            "name": "aspect_ratio"
+          },
+          "link": null
+        },
+        {
+          "label": "切换宽高",
+          "name": "swap_dimensions",
+          "type": "COMBO",
+          "widget": {
+            "name": "swap_dimensions"
+          },
+          "link": null
+        },
+        {
+          "label": "批次大小",
+          "name": "batch_size",
+          "type": "INT",
+          "widget": {
+            "name": "batch_size"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "宽度",
+          "name": "宽度",
+          "type": "INT",
+          "links": []
+        },
+        {
+          "label": "高度",
+          "name": "高度",
+          "type": "INT",
+          "links": []
+        },
+        {
+          "label": "放大系数",
+          "name": "放大系数",
+          "type": "FLOAT",
+          "links": null
+        },
+        {
+          "label": "批次大小",
+          "name": "批次大小",
+          "type": "INT",
+          "links": null
+        },
+        {
+          "name": "empty_latent",
+          "type": "LATENT",
+          "links": [
+            183
+          ]
+        },
+        {
+          "name": "show_help",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyroll",
+        "ver": "d78b780ae43fcf8c6b7c6505e6ffb4584281ceca",
+        "Node name for S&R": "CR SDXL Aspect Ratio"
+      },
+      "widgets_values": [
+        1024,
+        1024,
+        "custom",
+        "Off",
+        1,
+        1
+      ]
+    },
+    {
+      "id": 106,
+      "type": "ImageConcanate",
+      "pos": [
+        1018.2929669660746,
+        -43.16162642667016
+      ],
+      "size": [
+        270,
+        102
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "图像_1",
+          "name": "image1",
+          "type": "IMAGE",
+          "link": 190
+        },
+        {
+          "label": "图像_2",
+          "name": "image2",
+          "type": "IMAGE",
+          "link": 179
+        },
+        {
+          "label": "方向",
+          "name": "direction",
+          "type": "COMBO",
+          "widget": {
+            "name": "direction"
+          },
+          "link": null
+        },
+        {
+          "label": "匹配图像大小",
+          "name": "match_image_size",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "match_image_size"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "图像",
+          "name": "图像",
+          "type": "IMAGE",
+          "links": [
+            180
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "e81f33508b0821ea2f53f4f46a833fa6215626bd",
+        "Node name for S&R": "ImageConcanate"
+      },
+      "widgets_values": [
+        "right",
+        true
+      ]
+    },
+    {
+      "id": 116,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        381.59562000310143,
+        -247.9522028592399
+      ],
+      "size": [
+        270,
+        82
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 196
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            194
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "LoraLoaderModelOnly"
+      },
+      "widgets_values": [
+        "qwen-image/Qwen-Image-Edit-2509-Lightning-4steps-V1.0-bf16.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 104,
+      "type": "LayerUtility: ImageScaleByAspectRatio V2",
+      "pos": [
+        -347.5305155140268,
+        -43.699890946819856
+      ],
+      "size": [
+        317.2681640625,
+        330
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 173
+        },
+        {
+          "name": "mask",
+          "shape": 7,
+          "type": "MASK",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "links": [
+            174,
+            190
+          ]
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "links": null
+        },
+        {
+          "name": "original_size",
+          "type": "BOX",
+          "links": null
+        },
+        {
+          "name": "width",
+          "type": "INT",
+          "links": [
+            188
+          ]
+        },
+        {
+          "name": "height",
+          "type": "INT",
+          "links": [
+            189
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui_layerstyle",
+        "ver": "c0fb64d0ebcb81c6c445a8af79ecee24bc3845b0",
+        "Node name for S&R": "LayerUtility: ImageScaleByAspectRatio V2"
+      },
+      "widgets_values": [
+        "original",
+        1,
+        1,
+        "letterbox",
+        "lanczos",
+        "16",
+        "longest",
+        2048,
+        "#000000"
+      ],
+      "color": "rgba(38, 73, 116, 0.7)"
+    },
+    {
+      "id": 101,
+      "type": "TextEncodeQwenImageEditPlus",
+      "pos": [
+        351.94210712224776,
+        43.102174602161476
+      ],
+      "size": [
+        320.1754150390625,
+        173
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 167
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 171
+        },
+        {
+          "name": "image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 174
+        },
+        {
+          "name": "image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "image3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            168
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.59",
+        "Node name for S&R": "TextEncodeQwenImageEditPlus"
+      },
+      "widgets_values": [
+        "Upscale this picture to 4K resolution."
+      ]
+    },
+    {
+      "id": 3,
+      "type": "KSampler",
+      "pos": [
+        705.1409596613103,
+        34.84122260631187
+      ],
+      "size": [
+        253.9251708984375,
+        612.85224609375
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 125
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 168
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 142
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 183
+        },
+        {
+          "name": "seed",
+          "type": "INT",
+          "widget": {
+            "name": "seed"
+          },
+          "link": 162
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            128
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.48",
+        "Node name for S&R": "KSampler",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        367961471892098,
+        "randomize",
+        4,
+        1,
+        "euler",
+        "simple",
+        1
+      ]
+    },
+    {
+      "id": 103,
+      "type": "LoadImage",
+      "pos": [
+        -637.1823414972478,
+        -31.204213495423637
+      ],
+      "size": [
+        265.8947448730469,
+        329.90789794921875
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            173
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.50",
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "test (3).jpeg",
+        "image"
+      ]
+    },
+    {
+      "id": 117,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        4.705421781944253,
+        45.14098481388096
+      ],
+      "size": [
+        283.58054817943867,
+        105.63637393062646
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 195
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            196
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "LoraLoaderModelOnly"
+      },
+      "widgets_values": [
+        "qwen-image/qwen_image_edit_2511_upscale.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 114,
+      "type": "UNETLoader",
+      "pos": [
+        10.91300242071587,
+        -75.8026860973117
+      ],
+      "size": [
+        270,
+        82
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            195
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "UNETLoader"
+      },
+      "widgets_values": [
+        "qwen_image_edit_2511_fp8mixed.safetensors",
+        "default"
+      ]
+    }
+  ],
+  "links": [
+    [
+      75,
+      38,
+      0,
+      7,
+      0,
+      "CLIP"
+    ],
+    [
+      76,
+      39,
+      0,
+      8,
+      1,
+      "VAE"
+    ],
+    [
+      125,
+      66,
+      0,
+      3,
+      0,
+      "MODEL"
+    ],
+    [
+      128,
+      3,
+      0,
+      8,
+      0,
+      "LATENT"
+    ],
+    [
+      142,
+      7,
+      0,
+      3,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      161,
+      8,
+      0,
+      98,
+      0,
+      "IMAGE"
+    ],
+    [
+      162,
+      99,
+      0,
+      3,
+      4,
+      "INT"
+    ],
+    [
+      167,
+      38,
+      0,
+      101,
+      0,
+      "CLIP"
+    ],
+    [
+      168,
+      101,
+      0,
+      3,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      171,
+      39,
+      0,
+      101,
+      1,
+      "VAE"
+    ],
+    [
+      173,
+      103,
+      0,
+      104,
+      0,
+      "IMAGE"
+    ],
+    [
+      174,
+      104,
+      0,
+      101,
+      2,
+      "IMAGE"
+    ],
+    [
+      179,
+      8,
+      0,
+      106,
+      1,
+      "IMAGE"
+    ],
+    [
+      180,
+      106,
+      0,
+      107,
+      0,
+      "IMAGE"
+    ],
+    [
+      183,
+      108,
+      4,
+      3,
+      3,
+      "LATENT"
+    ],
+    [
+      188,
+      104,
+      3,
+      108,
+      0,
+      "INT"
+    ],
+    [
+      189,
+      104,
+      4,
+      108,
+      1,
+      "INT"
+    ],
+    [
+      190,
+      104,
+      0,
+      106,
+      0,
+      "IMAGE"
+    ],
+    [
+      194,
+      116,
+      0,
+      66,
+      0,
+      "MODEL"
+    ],
+    [
+      195,
+      114,
+      0,
+      117,
+      0,
+      "MODEL"
+    ],
+    [
+      196,
+      117,
+      0,
+      116,
+      0,
+      "MODEL"
+    ]
+  ],
+  "groups": [
+    {
+      "id": 5,
+      "title": "模型加载",
+      "bounding": [
+        -45.6744270324707,
+        -142.2353515625,
+        359.0284729003906,
+        558.515625
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 7,
+      "title": "Latent",
+      "bounding": [
+        323.15362445623214,
+        -140.8908254283561,
+        646.9595336914062,
+        741.6004028320312
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 8,
+      "title": "输入端",
+      "bounding": [
+        -653.845947265625,
+        -141.2954864501953,
+        602.335520408936,
+        553.0442260326406
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 9,
+      "title": "Result",
+      "bounding": [
+        991.9212920698683,
+        -137.03938912686516,
+        653.953369140625,
+        732.4771118164062
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.724729500000001,
+      "offset": [
+        651.5996848631228,
+        649.7833989646049
+      ]
+    },
+    "frontendVersion": "1.34.9",
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "links_added_by_ue": [],
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

qwen_image_edit_2511_upscale.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2be84dd96690311cebfa86bf5c5a3a656bd6ca4da6181dcbeea794a227bd2a74
+size 590057176