Upload workflows/api/qwen-edit-restore-v1.json with huggingface_hub

workflows/api/qwen-edit-restore-v1.json

@@ -0,0 +1,795 @@
+{
+  "1": {
+    "class_type": "UNETLoader",
+    "inputs": {
+      "unet_name": "qwen_image_edit_2511_bf16.safetensors",
+      "weight_dtype": "default"
+    }
+  },
+  "13": {
+    "class_type": "ModelSamplingAuraFlow",
+    "inputs": {
+      "model": [
+        "53:6",
+        0
+      ],
+      "shift": 3.1
+    }
+  },
+  "14": {
+    "class_type": "CFGNorm",
+    "inputs": {
+      "model": [
+        "13",
+        0
+      ],
+      "pre_cfg": false,
+      "strength": 1
+    }
+  },
+  "15": {
+    "_meta": {
+      "title": "upscale_input_to_max_size"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "16": {
+    "_meta": {
+      "title": "downscale_input_to_max_size"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": false
+    }
+  },
+  "20": {
+    "_meta": {
+      "title": "Main Image"
+    },
+    "class_type": "LoadImage",
+    "inputs": {
+      "image": "input.jpg"
+    }
+  },
+  "21": {
+    "_meta": {
+      "title": "Input max size (main)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 2048
+    }
+  },
+  "27": {
+    "_meta": {
+      "title": "Main image config"
+    },
+    "class_type": "QwenEditConfigPreparer",
+    "inputs": {
+      "image": [
+        "902",
+        0
+      ],
+      "ref_crop": "pad",
+      "ref_longest_edge": [
+        "54:5",
+        0
+      ],
+      "ref_main_image": true,
+      "ref_upscale": "lanczos",
+      "to_ref": true,
+      "to_vl": true,
+      "vl_crop": "center",
+      "vl_resize": true,
+      "vl_target_size": 384,
+      "vl_upscale": "bicubic"
+    }
+  },
+  "3": {
+    "class_type": "CLIPLoader",
+    "inputs": {
+      "clip_name": "qwen_2.5_vl_7b.safetensors",
+      "device": "default",
+      "type": "qwen_image"
+    }
+  },
+  "30": {
+    "_meta": {
+      "title": "Reference Image 2 (optional)"
+    },
+    "class_type": "LoadImage",
+    "inputs": {
+      "image": "input.jpg"
+    }
+  },
+  "31": {
+    "_meta": {
+      "title": "Input max size (ref 2)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 1024
+    }
+  },
+  "37": {
+    "_meta": {
+      "title": "Reference image 2 config"
+    },
+    "class_type": "QwenEditConfigPreparer",
+    "inputs": {
+      "configs": [
+        "27",
+        0
+      ],
+      "image": [
+        "30",
+        0
+      ],
+      "ref_crop": "center",
+      "ref_longest_edge": [
+        "55:5",
+        0
+      ],
+      "ref_main_image": false,
+      "ref_upscale": "lanczos",
+      "to_ref": true,
+      "to_vl": true,
+      "vl_crop": "center",
+      "vl_resize": true,
+      "vl_target_size": 384,
+      "vl_upscale": "bicubic"
+    }
+  },
+  "4": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "qwen_image_vae.safetensors"
+    }
+  },
+  "40": {
+    "_meta": {
+      "title": "Qwen Edit Encode (prompt here)"
+    },
+    "class_type": "TextEncodeQwenImageEditPlusCustom_lrzjason",
+    "inputs": {
+      "clip": [
+        "3",
+        0
+      ],
+      "configs": [
+        "57",
+        0
+      ],
+      "instruction": "",
+      "prompt": "Restore this image and enhance it in the style of plxrstyle",
+      "return_full_refs_cond": true,
+      "vae": [
+        "4",
+        0
+      ]
+    }
+  },
+  "41": {
+    "class_type": "QwenEditOutputExtractor",
+    "inputs": {
+      "custom_output": [
+        "40",
+        2
+      ]
+    }
+  },
+  "42": {
+    "_meta": {
+      "title": "Negative (zeroed)"
+    },
+    "class_type": "ConditioningZeroOut",
+    "inputs": {
+      "conditioning": [
+        "40",
+        0
+      ]
+    }
+  },
+  "43": {
+    "class_type": "KSampler",
+    "inputs": {
+      "cfg": [
+        "53:14",
+        0
+      ],
+      "denoise": 1,
+      "latent_image": [
+        "40",
+        1
+      ],
+      "model": [
+        "14",
+        0
+      ],
+      "negative": [
+        "42",
+        0
+      ],
+      "positive": [
+        "40",
+        0
+      ],
+      "sampler_name": "euler",
+      "scheduler": "simple",
+      "seed": 440984114065874,
+      "steps": [
+        "53:11",
+        0
+      ]
+    }
+  },
+  "44": {
+    "class_type": "VAEDecode",
+    "inputs": {
+      "samples": [
+        "43",
+        0
+      ],
+      "vae": [
+        "4",
+        0
+      ]
+    }
+  },
+  "45": {
+    "_meta": {
+      "title": "Remove padding"
+    },
+    "class_type": "CropWithPadInfo",
+    "inputs": {
+      "image": [
+        "44",
+        0
+      ],
+      "pad_info": [
+        "41",
+        0
+      ]
+    }
+  },
+  "46": {
+    "_meta": {
+      "title": "upscale_output_to_selected_size"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": true
+    }
+  },
+  "47": {
+    "_meta": {
+      "title": "Selected output size"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 2560
+    }
+  },
+  "48": {
+    "_meta": {
+      "title": "Scale output"
+    },
+    "class_type": "ImageScaleToMaxDimension",
+    "inputs": {
+      "image": [
+        "45",
+        0
+      ],
+      "largest_size": [
+        "47",
+        0
+      ],
+      "upscale_method": "lanczos"
+    }
+  },
+  "49": {
+    "_meta": {
+      "title": "Output size switch"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "45",
+        0
+      ],
+      "on_true": [
+        "48",
+        0
+      ],
+      "switch": [
+        "46",
+        0
+      ]
+    }
+  },
+  "5": {
+    "_meta": {
+      "title": "Sampling mode: 1=4-step / 2=8-step / 3=quality"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 2
+    }
+  },
+  "50": {
+    "class_type": "SaveImage",
+    "inputs": {
+      "filename_prefix": "qwen-edit-restore-v1",
+      "images": [
+        "49",
+        0
+      ]
+    }
+  },
+  "52": {
+    "_meta": {
+      "title": "User LoRAs"
+    },
+    "class_type": "Power Lora Loader (rgthree)",
+    "inputs": {
+      "lora_1": {
+        "lora": "qwen_edit_2511_restore_plxrstyle_v1.safetensors",
+        "on": true,
+        "strength": 1,
+        "strengthTwo": null
+      },
+      "lora_2": {
+        "lora": "Qwen_LoRA_Amateur_Photo_v1.safetensors",
+        "on": false,
+        "strength": 1,
+        "strengthTwo": null
+      },
+      "model": [
+        "1",
+        0
+      ]
+    }
+  },
+  "53:1": {
+    "_meta": {
+      "title": "LoRA: Lightning 4 steps"
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors",
+      "model": [
+        "52",
+        0
+      ],
+      "strength_model": 1
+    }
+  },
+  "53:10": {
+    "_meta": {
+      "title": "Steps switch 4/8"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "53:7",
+        0
+      ],
+      "on_true": [
+        "53:8",
+        0
+      ],
+      "switch": [
+        "53:3",
+        2
+      ]
+    }
+  },
+  "53:11": {
+    "_meta": {
+      "title": "Steps switch quality"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "53:10",
+        0
+      ],
+      "on_true": [
+        "53:9",
+        0
+      ],
+      "switch": [
+        "53:4",
+        2
+      ]
+    }
+  },
+  "53:12": {
+    "_meta": {
+      "title": "CFG (lightning)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 1.0
+    }
+  },
+  "53:13": {
+    "_meta": {
+      "title": "CFG (quality)"
+    },
+    "class_type": "PrimitiveFloat",
+    "inputs": {
+      "value": 3.0
+    }
+  },
+  "53:14": {
+    "_meta": {
+      "title": "CFG switch"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "53:12",
+        0
+      ],
+      "on_true": [
+        "53:13",
+        0
+      ],
+      "switch": [
+        "53:4",
+        2
+      ]
+    }
+  },
+  "53:2": {
+    "_meta": {
+      "title": "LoRA: Lightning 8 steps"
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "inputs": {
+      "lora_name": "Qwen-Image-Edit-2511-Lightning-8steps-V1.0-bf16.safetensors",
+      "model": [
+        "52",
+        0
+      ],
+      "strength_model": 1
+    }
+  },
+  "53:3": {
+    "_meta": {
+      "title": "is 8-step (mode == 2)"
+    },
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "a == 2",
+      "values.a": [
+        "5",
+        0
+      ]
+    }
+  },
+  "53:4": {
+    "_meta": {
+      "title": "is quality (mode == 3)"
+    },
+    "class_type": "ComfyMathExpression",
+    "inputs": {
+      "expression": "a == 3",
+      "values.a": [
+        "5",
+        0
+      ]
+    }
+  },
+  "53:5": {
+    "_meta": {
+      "title": "Model switch 4/8"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "53:1",
+        0
+      ],
+      "on_true": [
+        "53:2",
+        0
+      ],
+      "switch": [
+        "53:3",
+        2
+      ]
+    }
+  },
+  "53:6": {
+    "_meta": {
+      "title": "Model switch quality"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "53:5",
+        0
+      ],
+      "on_true": [
+        "52",
+        0
+      ],
+      "switch": [
+        "53:4",
+        2
+      ]
+    }
+  },
+  "53:7": {
+    "_meta": {
+      "title": "Steps (4-step)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 4
+    }
+  },
+  "53:8": {
+    "_meta": {
+      "title": "Steps (8-step)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 8
+    }
+  },
+  "53:9": {
+    "_meta": {
+      "title": "Steps (quality)"
+    },
+    "class_type": "PrimitiveInt",
+    "inputs": {
+      "value": 12
+    }
+  },
+  "54:1": {
+    "_meta": {
+      "title": "native edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "20",
+        0
+      ],
+      "expression": "max(a.width, a.height)"
+    }
+  },
+  "54:2": {
+    "_meta": {
+      "title": "upscaled edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "20",
+        0
+      ],
+      "c": [
+        "21",
+        0
+      ],
+      "expression": "max(a.width, a.height, c)"
+    }
+  },
+  "54:3": {
+    "_meta": {
+      "title": "apply upscale"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "54:1",
+        0
+      ],
+      "on_true": [
+        "54:2",
+        0
+      ],
+      "switch": [
+        "15",
+        0
+      ]
+    }
+  },
+  "54:4": {
+    "_meta": {
+      "title": "downscaled edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "54:3",
+        0
+      ],
+      "c": [
+        "21",
+        0
+      ],
+      "expression": "min(a, c)"
+    }
+  },
+  "54:5": {
+    "_meta": {
+      "title": "apply downscale"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "54:3",
+        0
+      ],
+      "on_true": [
+        "54:4",
+        0
+      ],
+      "switch": [
+        "16",
+        0
+      ]
+    }
+  },
+  "55:1": {
+    "_meta": {
+      "title": "native edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "30",
+        0
+      ],
+      "expression": "max(a.width, a.height)"
+    }
+  },
+  "55:2": {
+    "_meta": {
+      "title": "upscaled edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "30",
+        0
+      ],
+      "c": [
+        "31",
+        0
+      ],
+      "expression": "max(a.width, a.height, c)"
+    }
+  },
+  "55:3": {
+    "_meta": {
+      "title": "apply upscale"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "55:1",
+        0
+      ],
+      "on_true": [
+        "55:2",
+        0
+      ],
+      "switch": [
+        "15",
+        0
+      ]
+    }
+  },
+  "55:4": {
+    "_meta": {
+      "title": "downscaled edge"
+    },
+    "class_type": "MathExpression|pysssss",
+    "inputs": {
+      "a": [
+        "55:3",
+        0
+      ],
+      "c": [
+        "31",
+        0
+      ],
+      "expression": "min(a, c)"
+    }
+  },
+  "55:5": {
+    "_meta": {
+      "title": "apply downscale"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "55:3",
+        0
+      ],
+      "on_true": [
+        "55:4",
+        0
+      ],
+      "switch": [
+        "16",
+        0
+      ]
+    }
+  },
+  "56": {
+    "_meta": {
+      "title": "Use Reference Image 2"
+    },
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": false
+    }
+  },
+  "57": {
+    "_meta": {
+      "title": "Ref 2 on/off switch"
+    },
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "27",
+        0
+      ],
+      "on_true": [
+        "37",
+        0
+      ],
+      "switch": [
+        "56",
+        0
+      ]
+    }
+  },
+  "900": {
+    "class_type": "PrimitiveBoolean",
+    "inputs": {
+      "value": false
+    }
+  },
+  "901": {
+    "class_type": "PLXRDeteriorate",
+    "inputs": {
+      "image": [
+        "20",
+        0
+      ],
+      "family": "random",
+      "severity_min": 0.35,
+      "severity_max": 0.85,
+      "seed": 0,
+      "use_person_mask": true
+    }
+  },
+  "902": {
+    "class_type": "ComfySwitchNode",
+    "inputs": {
+      "on_false": [
+        "20",
+        0
+      ],
+      "on_true": [
+        "901",
+        0
+      ],
+      "switch": [
+        "900",
+        0
+      ]
+    }
+  }
+}