add 1 more feature to txt2img 4.4

workflows/TXT2IMG/v4.4/TXT2IMG-ADetailer-v4.4-vslinx.json

@@ -1,8 +1,8 @@
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@@ -499,7 +499,7 @@
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@@ -1340,151 +1340,12 @@
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-          "type": "FLOAT",
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@@ -1659,104 +1520,6 @@
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-      "title": "Hi-Res Fix Denoise",
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@@ -1769,7 +1532,7 @@
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@@ -1818,7 +1581,7 @@
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@@ -1867,7 +1630,7 @@
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@@ -1882,7 +1645,7 @@
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@@ -1915,7 +1678,7 @@
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@@ -1930,7 +1693,7 @@
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@@ -1965,7 +1728,7 @@
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@@ -2013,7 +1776,7 @@
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@@ -2062,7 +1825,7 @@
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@@ -2111,7 +1874,7 @@
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@@ -2160,7 +1923,7 @@
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@@ -2207,7 +1970,7 @@
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@@ -2243,7 +2006,49 @@
       "shape": 1
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+      "id": 494,
+      "type": "Primitive string multiline [Crystools]",
+      "pos": [
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+        -170
+      ],
+      "size": [
+        400,
+        130
+      ],
+      "flags": {},
+      "order": 43,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "string",
+          "type": "STRING",
+          "links": [
+            11785,
+            14769
+          ]
+        }
+      ],
+      "title": "Start quality prompt (Optional)",
+      "properties": {
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+        "ver": "576b44b9b79e3bf4b5d50457a28924d89a42e7e1",
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+        "ue_properties": {
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+      "widgets_values": [
+        "masterpiece, best quality, absurdres, amazing quality, vslinxbleachtybw, "
+      ],
+      "color": "#232",
+      "bgcolor": "#353",
+      "shape": 1
+    },
+    {
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       "type": "Primitive string multiline [Crystools]",
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@@ -2254,7 +2059,7 @@
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@@ -2262,8 +2067,8 @@
           "name": "string",
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@@ -2296,7 +2101,7 @@
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@@ -2373,7 +2178,7 @@
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@@ -2443,7 +2248,7 @@
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@@ -2513,7 +2318,7 @@
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@@ -2583,7 +2388,7 @@
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@@ -2653,7 +2458,7 @@
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@@ -2723,7 +2528,7 @@
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@@ -2821,7 +2626,7 @@
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@@ -2956,7 +2761,7 @@
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@@ -3027,7 +2832,7 @@
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@@ -3162,7 +2967,7 @@
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@@ -3233,7 +3038,7 @@
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@@ -3368,7 +3173,7 @@
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@@ -3439,7 +3244,7 @@
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@@ -3574,7 +3379,7 @@
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@@ -3645,7 +3450,7 @@
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@@ -3780,7 +3585,7 @@
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@@ -3851,7 +3656,7 @@
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@@ -3986,7 +3791,7 @@
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@@ -4057,7 +3862,7 @@
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@@ -4193,7 +3998,7 @@
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@@ -4817,7 +4622,7 @@
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@@ -5018,8 +4823,8 @@
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@@ -5103,6 +4908,47 @@
       "bgcolor": "#335",
       "shape": 1
     },
+    {
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+      "type": "Primitive string multiline [Crystools]",
+      "pos": [
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+        0
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+      "size": [
+        400,
+        280
+      ],
+      "flags": {},
+      "order": 59,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "string",
+          "type": "STRING",
+          "links": [
+            11786
+          ]
+        }
+      ],
+      "title": "Positive",
+      "properties": {
+        "cnr_id": "comfyui-crystools",
+        "ver": "576b44b9b79e3bf4b5d50457a28924d89a42e7e1",
+        "Node name for S&R": "Primitive string multiline [Crystools]",
+        "ue_properties": {
+          "version": "7.0.1",
+          "widget_ue_connectable": {}
+        }
+      },
+      "widgets_values": [
+        "inoue orihime, large breasts, brown eyes, long hair, straight hair, female, mature female, 1girl, solo, breasts, looking at viewer, blush, smile, cowboy shot, sleeveless, pants, sweater, hand on hip, v, turtleneck, denim, jeans"
+      ],
+      "color": "#232",
+      "bgcolor": "#353",
+      "shape": 1
+    },
     {
       "id": 15,
       "type": "UpscaleModelLoader",
@@ -5818,7 +5664,7 @@
       "id": 455,
       "type": "IPAdapterTiled",
       "pos": [
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+        -30,
         1770
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       "size": [
@@ -5919,7 +5765,7 @@
       "id": 456,
       "type": "Mute / Bypass Repeater (rgthree)",
       "pos": [
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+        -30,
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@@ -5967,7 +5813,7 @@
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@@ -6068,7 +5914,7 @@
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@@ -6111,11 +5957,60 @@
       "bgcolor": "#5c5c5c",
       "shape": 1
     },
+    {
+      "id": 291,
+      "type": "LoadImage",
+      "pos": [
+        1510,
+        -20
+      ],
+      "size": [
+        310,
+        350
+      ],
+      "flags": {},
+      "order": 77,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            544,
+            723,
+            12707
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "title": "Pre-Process image to Pose",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoadImage",
+        "ue_properties": {
+          "version": "7.0.1",
+          "widget_ue_connectable": {}
+        }
+      },
+      "widgets_values": [
+        "sample_workflow_ipadapter(1).png",
+        "image"
+      ],
+      "color": "#233",
+      "bgcolor": "#355",
+      "shape": 1
+    },
     {
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@@ -6125,7 +6020,7 @@
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@@ -6190,7 +6085,7 @@
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@@ -6209,7 +6104,7 @@
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@@ -6219,8 +6114,8 @@
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@@ -6238,7 +6133,7 @@
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@@ -6257,7 +6152,7 @@
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+          "type": "IMAGE",
+          "links": [
+            704,
+            722,
+            741,
+            12706
+          ]
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+          "type": "MASK",
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+      "properties": {
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       "type": "ACN_AdvancedControlNetApply_v2",
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-          "link": 14761
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     {
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     {
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-      "type": "Image Saver",
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+      "type": "Power Lora Loader (rgthree)",
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-          "type": "STRING",
-          "widget": {
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+          "dir": 3,
+          "name": "model",
+          "type": "MODEL",
+          "link": 12474
         },
         {
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-          "shape": 7,
-          "type": "STRING",
-          "widget": {
-            "name": "scheduler_name"
-          },
-          "link": 10422
-        },
+          "dir": 3,
+          "name": "clip",
+          "type": "CLIP",
+          "link": 12353
+        }
+      ],
+      "outputs": [
         {
-          "name": "positive",
-          "shape": 7,
-          "type": "STRING",
-          "widget": {
-            "name": "positive"
-          },
-          "link": 11691
+          "dir": 4,
+          "name": "MODEL",
+          "shape": 3,
+          "type": "MODEL",
+          "links": [
+            11826
+          ]
         },
         {
-          "name": "negative",
-          "shape": 7,
-          "type": "STRING",
-          "widget": {
-            "name": "negative"
-          },
-          "link": 512
-        },
+          "dir": 4,
+          "name": "CLIP",
+          "shape": 3,
+          "type": "CLIP",
+          "links": [
+            11827
+          ]
+        }
+      ],
+      "title": "LoRA Loader",
+      "properties": {
+        "cnr_id": "rgthree-comfy",
+        "ver": "110e4ef1dbf2ea20ec39ae5a737bd5e56d4e54c2",
+        "Show Strengths": "Single Strength",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.0.1"
+        }
+      },
+      "widgets_values": [
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         {
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-          "shape": 7,
-          "type": "INT",
-          "widget": {
-            "name": "seed_value"
-          },
-          "link": 522
+          "type": "PowerLoraLoaderHeaderWidget"
         },
         {
-          "name": "width",
-          "shape": 7,
-          "type": "INT",
-          "widget": {
-            "name": "width"
-          },
-          "link": 520
+          "on": true,
+          "lora": "Illustrious\\Style\\ATRex_style-12V2Rev.safetensors",
+          "strength": 1,
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-          "name": "height",
-          "shape": 7,
-          "type": "INT",
-          "widget": {
-            "name": "height"
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-          "link": 521
+          "on": true,
+          "lora": "Illustrious\\Style\\vslinxbleachtybwNoobAIEps.safetensors",
+          "strength": 1,
+          "strengthTwo": null
         },
+        {},
+        ""
+      ],
+      "color": "#432",
+      "bgcolor": "#653",
+      "shape": 1
+    },
+    {
+      "id": 51,
+      "type": "Prompts Everywhere",
+      "pos": [
+        -760,
+        1640
+      ],
+      "size": [
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+        60
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+      "flags": {
+        "collapsed": true
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+      "order": 116,
+      "mode": 0,
+      "inputs": [
         {
-          "name": "denoise",
+          "color_on": "#FFA931",
+          "label": "CONDITIONING",
+          "name": "+ve",
           "shape": 7,
-          "type": "FLOAT",
-          "widget": {
-            "name": "denoise"
-          },
-          "link": 526
+          "type": "CONDITIONING",
+          "link": 11687
         },
         {
-          "name": "clip_skip",
+          "color_on": "#FFA931",
+          "label": "CONDITIONING",
+          "name": "-ve",
           "shape": 7,
-          "type": "INT",
-          "widget": {
-            "name": "clip_skip"
-          },
-          "link": 514
+          "type": "CONDITIONING",
+          "link": 11668
         }
       ],
-      "outputs": [
-        {
-          "name": "hashes",
-          "type": "STRING",
-          "links": null
-        },
-        {
-          "name": "a1111_params",
-          "type": "STRING",
-          "links": null
+      "outputs": [],
+      "properties": {
+        "cnr_id": "cg-use-everywhere",
+        "ver": "8017bc6b063f45db6b986d9fc8bb76bd3234b838",
+        "Node name for S&R": "Prompts Everywhere",
+        "ue_properties": {
+          "version": "7.0",
+          "group_restricted": 0,
+          "color_restricted": 0,
+          "widget_ue_connectable": {},
+          "fixed_inputs": true,
+          "prompt_regexes": true
         }
+      },
+      "widgets_values": [],
+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
+      "shape": 1
+    },
+    {
+      "id": 360,
+      "type": "MarkdownNote",
+      "pos": [
+        -1150,
+        1720
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+        370,
+        100
       ],
+      "flags": {
+        "pinned": true
+      },
+      "order": 91,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Pose Collections",
       "properties": {
-        "cnr_id": "comfyui-image-saver",
-        "ver": "473e71bbf486a6386629a86645b03fed4f38ae8d",
-        "Node name for S&R": "Image Saver",
         "ue_properties": {
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-        "",
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-        true,
-        ""
+        "### Civitai has a large amount of available poses collections you can browse through the Poses filter [here](https://civitai.com/search/models?modelType=Poses&sortBy=models_v9)."
       ],
-      "color": "#707070",
-      "bgcolor": "#5c5c5c",
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+      "inputs": [],
+      "outputs": [],
+      "title": "How to use",
+      "properties": {
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+        "#### Model Backend\nIn the **Model Backend** group, choose your Checkpoint, VAE, Upscale Model as well as ControlNet Model and the Pre-processor Model. <br>\nIf you're using a v-prediction model, make sure to enable \"Is V-Pred Model\".\n\n\nOnly use \"Patch Sage Attention\" if you know what you do. You need to install triton on your PC which can be a lengthy and troublesome undertaking while only giving you a miniscule speed boost of maybe 2-3 seconds per image. You can find a guide for it [here](https://www.reddit.com/r/comfyui/comments/1hn32jc/step_by_step_video_tutorial_on_installing/).\n\n---\n\n\n#### LoRA's / Detection Models\nIn the second row select the LoRA's of your choice, select your detection models for the body parts and fill out the prompts for specific body parts(or leave as is) and select Detailer LoRA's for specific body-parts if you have any.\n\n---\n\n#### Sampler Settings\nChange the sampler settings according to your wishes or leave as is. You can change the Resolution more accurately by double clicking the height and width values and entering a value manually. The default settings are my personal preferences. <br>\nThe settings for CFG, steps, scheduler & sampler also apply to all of the detailers to keep a consistent setting for all parts of the generation. <br>\nAt the bottom of the \"Sampler settings\"-Group you can find three sliders that are exclusively for ControlNet. If you do not know what they do you should leave them as is, but they can be used to control the influence of the ControlNet over your final result. <br>\nThe same goes for the IPAdapter Settings.\n\n---\n\n#### Function Control\nIn the \"Function Control\"-Group you can select which Detailers to run, what manual body part prompts to use and what detailer LoRA's to activate.\nHere you can also control if you want to use a start and/or quality prompt, if you'd like to use ControlNet and/or the Pre-Processor to either imitate a pose from a pose image or a reference image and if you want to use the IPAdapter to imitate an image's style and/or composition. <br>\nYou can also enable HiRes-Fix, which resamples the upscaled image with a low denoise value to repaint it for higher resolution and quality. It’s recommended to use \"Color Fix\" alongside it to preserve the original colors, as resampling can sometimes wash out contrast. <br>\nThe Hi-Res Fix Denoise value is only applied when Hi-Res Fix is enabled and determines how much of the original image is overwritten. A value between 0.25 and 0.35 is recommended. <br>\nFurthermore you can select which of the general LoRA's you want to enable that'll be used throughout the whole process including the detailing - you can set them in the \"LoRA's\"-Group below. <br>\nWhen using the upscaling function you can also set the factor by which you want to upscale your image instead of leaving it to the Upscale Model itself for more control.\n\n---\n\n#### ControlNet\nYou can either provide a full image in the \"Pre-Processing\" image selector or a ControlNet pose image in the \"Load ControlNet Pose\" image selector below. <br>\nThe ControlNet image has to match the ControlNet model in the node inside of the \"Model Backend\"-Group.<br>\nIf you want to imitate the pose of an image and have selected a image in the \"Pre-Processing\"-Node inside the \"ControlNet\"-Group you have to enable the \"Use Pre-Processor\"-Node in the \"Process Control\"-Group.<br>\nAfter selecting a pre-processing model at the bottom of the \"Model Backend\"-Group you can see a preview of the generated/used next to the ControlNet switches in the \"Process Control\"-Group. <br>\nUsing Low VRAM Mode ALONGSIDE ControlNet will downscale the input image of the used pose(no matter if pre-processed or not) to 512px on it's smallest size to save some VRAM. This also impacts results so only use it if you have 12GB VRAM or less or if you want faster generation and don't mind a decrease in quality.\n\nYou can find an in-depth guide about what ControlNet is, what it does and how each model works in [this](https://stable-diffusion-art.com/controlnet/) guide. (It's for A1111WebUI but you'll understand)\n\n---\n\n#### IPAdapter\nIPAdapter let's you copy the style of an image simply by providing an IPAdapter Model & a Clip Model. <br>\nIt basically works as a 1-Image-LoRA that injects itself into the Model and applies the style of the image like a LoRA. The composition part works similar to ControlNet where the general composition is being copied by the image. <br>\nYou can select an image for the style and an image for the composition individually in the \"IPAdapter (Optional)\"-Group and then set the strength of their influence in the \"Sampler Settings\"-Group. <br>\nIn general if you're just trying to copy the style of one image and the position of another image i'd recommend using ControlNet for the pose and IPAdapter for the style. <br>\nIf you use the \"Low VRAM\"-Option, ALONGSIDE the IPAdapter, your input image will be scaled down to a resolution where your smallest side of the image has 512px to decrease the VRAM usage that IPAdapter needs to analyze the image.<br>\n<br>\nBe aware that you still have to prompt correctly with IPAdapter, otherwise the concept or pose of the input image will heavily influence the final image(if you're not using ControlNet or a Composition image).\n\n---\n\n#### Prompts\nConsists of start quality prompts, positive prompt, end quality prompts and negative prompts. If you're like me and want to use the same quality tags across multiple different prompts you can activate/deactivate the quality prompts in the \"Process Control\"-Group.\nComma automatically gets appended to the end of the quality prompt and the positive prompt. To see what your full prompt looks like you can check the \"Prompt preview\"-Node inside the \"Debug\"-Group underneath the image preview.\n\n---\n\n#### Detailer Prompts\nConsists of one \"Denoise\"-Slider and one prompt field for each body part that has a detailer. <br> The prompt field is there to let you define what should be inpainted into the detail area while the denoise slider controls how much of the original shape, form, and color will be replaced. <br> A high value will completely overwrite the area while a lower value will preserve the original form (and color depending on how low) and just enhance it at a higher resolution. <br> If the anatomy already looks good and you only want to improve quality, a denoise value of 0.25 to 0.35 is recommended. If the anatomy is off - like extra fingers - you can increase it to 0.5 or higher and see if the results improve. <br> The higher your your denoise value - the higher impact your prompt has. You can also leave the prompt deactivated (In the \"Detailer Function Control\"-Group) and only use a low denoise value to simply detail the area in a higher resolution without changing too much of what's being shown. <br> As a general rule for the denoise setting you can remember that the higher the denoise value, the more the detailer will ignore what's already in that area. \n\n---\n\n\n`To the left are my recommended detection models as well as Detailer LoRA's for some of them that i use regularly. At the bottom you can find collections of Poses for ControlNet.`"
+      ],
+      "color": "#222",
+      "bgcolor": "#000",
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+    {
+      "id": 586,
+      "type": "CheckpointLoader|pysssss",
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       "outputs": [
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           "name": "MODEL",
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           "type": "MODEL",
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           "links": [
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           "links": [
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+        },
+        {
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+          "type": "VAE",
+          "links": []
+        },
+        {
+          "name": "example",
+          "type": "STRING",
+          "links": []
         }
       ],
-      "title": "LoRA Loader",
+      "title": "Refiner Checkpoint",
       "properties": {
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-        ""
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+        "[none]"
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+          "type": "INT",
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+      "title": "Small side of img",
       "properties": {
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-      "color": "#707070",
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-        {
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-          "link": 11849
-        },
-        {
-          "label": "anything",
-          "name": "anything72",
-          "type": "*",
-          "link": null
-        }
+      "widgets_values": [
+        "min(a, b)"
       ],
-      "outputs": [],
-      "title": "Checkpoint Everywhere",
-      "properties": {
-        "cnr_id": "cg-use-everywhere",
-        "ver": "8017bc6b063f45db6b986d9fc8bb76bd3234b838",
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@@ -8599,7 +8417,7 @@
           "name": "images",
           "type": "IMAGE",
           "links": [
-            11701
+            14763
           ]
         },
         {
@@ -8664,184 +8482,535 @@
       "shape": 1
     },
     {
-      "id": 360,
-      "type": "MarkdownNote",
+      "id": 527,
+      "type": "Upscale by Factor with Model (WLSH)",
       "pos": [
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+        337.1890563964844,
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       "flags": {
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+        "collapsed": true
       },
-      "order": 89,
+      "order": 136,
       "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "title": "Pose Collections",
+      "inputs": [
+        {
+          "name": "upscale_model",
+          "type": "UPSCALE_MODEL",
+          "link": 11001
+        },
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 14762
+        },
+        {
+          "name": "factor",
+          "type": "FLOAT",
+          "widget": {
+            "name": "factor"
+          },
+          "link": 11009
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            11123,
+            13618,
+            13780,
+            14766
+          ]
+        }
+      ],
+      "title": "Upscaling",
       "properties": {
+        "cnr_id": "wlsh",
+        "ver": "97807467bf7ff4ea01d529fcd6e666758f34e3c1",
+        "Node name for S&R": "Upscale by Factor with Model (WLSH)",
         "ue_properties": {
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-        "### Civitai has a large amount of available poses collections you can browse through the Poses filter [here](https://civitai.com/search/models?modelType=Poses&sortBy=models_v9)."
+        "nearest-exact",
+        2
       ],
-      "color": "#222",
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+      "type": "Any Switch (rgthree)",
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+          "dir": 3,
+          "name": "any_01",
+          "type": "VAE",
+          "link": 11830
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+        {
+          "dir": 3,
+          "name": "any_02",
+          "type": "VAE",
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+        {
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+          "name": "any_03",
+          "type": "VAE",
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+        {
+          "dir": 3,
+          "name": "any_04",
+          "type": "VAE",
+          "link": null
+        },
+        {
+          "name": "any_05",
+          "type": "VAE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "label": "VAE",
+          "name": "*",
+          "shape": 3,
+          "type": "VAE",
+          "links": [
+            11849
+          ]
+        }
+      ],
+      "title": "VAE switch",
+      "properties": {
+        "cnr_id": "rgthree-comfy",
+        "ver": "baf11d117381567c3df507149eba90592816eddf",
+        "ue_properties": {
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+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
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+      "id": 50,
+      "type": "Anything Everywhere",
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+      "order": 115,
+      "mode": 0,
+      "inputs": [
+        {
+          "color_on": "#B39DDB",
+          "label": "MODEL",
+          "name": "anything",
+          "shape": 7,
+          "type": "MODEL",
+          "link": 3229
+        },
+        {
+          "color_on": "#FFD500",
+          "label": "CLIP",
+          "name": "anything2",
+          "shape": 7,
+          "type": "CLIP",
+          "link": 11756
+        },
+        {
+          "color_on": "#FF6E6E",
+          "label": "VAE",
+          "name": "anything3",
+          "shape": 7,
+          "type": "VAE",
+          "link": 11849
+        },
+        {
+          "label": "anything",
+          "name": "anything73",
+          "type": "*",
+          "link": null
+        }
+      ],
       "outputs": [],
-      "title": "How to use",
+      "title": "Checkpoint Everywhere",
       "properties": {
+        "cnr_id": "cg-use-everywhere",
+        "ver": "8017bc6b063f45db6b986d9fc8bb76bd3234b838",
+        "Node name for S&R": "Anything Everywhere3",
+        "ue_properties": {
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+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
+      "shape": 1
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+      "id": 259,
+      "type": "Image Saver",
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+          "link": 506
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+          "type": "INT",
+          "widget": {
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+          "link": 532
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         "ue_properties": {
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+            "negative": true,
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+            "steps": true,
+            "scheduler": true,
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+            "height": true,
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       "widgets_values": [
-        "#### Model Backend\nIn the **Model Backend** group, choose your Checkpoint, VAE, Upscale Model as well as ControlNet Model and the Pre-processor Model. <br>\nIf you're using a v-prediction model, make sure to enable \"Is V-Pred Model\".\n\n\nOnly use \"Patch Sage Attention\" if you know what you do. You need to install triton on your PC which can be a lengthy and troublesome undertaking while only giving you a miniscule speed boost of maybe 2-3 seconds per image. You can find a guide for it [here](https://www.reddit.com/r/comfyui/comments/1hn32jc/step_by_step_video_tutorial_on_installing/).\n\n---\n\n\n#### LoRA's / Detection Models\nIn the second row select the LoRA's of your choice, select your detection models for the body parts and fill out the prompts for specific body parts(or leave as is) and select Detailer LoRA's for specific body-parts if you have any.\n\n---\n\n#### Sampler Settings\nChange the sampler settings according to your wishes or leave as is. You can change the Resolution more accurately by double clicking the height and width values and entering a value manually. The default settings are my personal preferences. <br>\nThe settings for CFG, steps, scheduler & sampler also apply to all of the detailers to keep a consistent setting for all parts of the generation. <br>\nAt the bottom of the \"Sampler settings\"-Group you can find three sliders that are exclusively for ControlNet. If you do not know what they do you should leave them as is, but they can be used to control the influence of the ControlNet over your final result. <br>\nThe same goes for the IPAdapter Settings.\n\n---\n\n#### Function Control\nIn the \"Function Control\"-Group you can select which Detailers to run, what manual body part prompts to use and what detailer LoRA's to activate.\nHere you can also control if you want to use a start and/or quality prompt, if you'd like to use ControlNet and/or the Pre-Processor to either imitate a pose from a pose image or a reference image and if you want to use the IPAdapter to imitate an image's style and/or composition. <br>\nYou can also enable HiRes-Fix, which resamples the upscaled image with a low denoise value to repaint it for higher resolution and quality. It’s recommended to use \"Color Fix\" alongside it to preserve the original colors, as resampling can sometimes wash out contrast. <br>\nThe Hi-Res Fix Denoise value is only applied when Hi-Res Fix is enabled and determines how much of the original image is overwritten. A value between 0.25 and 0.35 is recommended. <br>\nFurthermore you can select which of the general LoRA's you want to enable that'll be used throughout the whole process including the detailing - you can set them in the \"LoRA's\"-Group below. <br>\nWhen using the upscaling function you can also set the factor by which you want to upscale your image instead of leaving it to the Upscale Model itself for more control.\n\n---\n\n#### ControlNet\nYou can either provide a full image in the \"Pre-Processing\" image selector or a ControlNet pose image in the \"Load ControlNet Pose\" image selector below. <br>\nThe ControlNet image has to match the ControlNet model in the node inside of the \"Model Backend\"-Group.<br>\nIf you want to imitate the pose of an image and have selected a image in the \"Pre-Processing\"-Node inside the \"ControlNet\"-Group you have to enable the \"Use Pre-Processor\"-Node in the \"Process Control\"-Group.<br>\nAfter selecting a pre-processing model at the bottom of the \"Model Backend\"-Group you can see a preview of the generated/used next to the ControlNet switches in the \"Process Control\"-Group. <br>\nUsing Low VRAM Mode ALONGSIDE ControlNet will downscale the input image of the used pose(no matter if pre-processed or not) to 512px on it's smallest size to save some VRAM. This also impacts results so only use it if you have 12GB VRAM or less or if you want faster generation and don't mind a decrease in quality.\n\nYou can find an in-depth guide about what ControlNet is, what it does and how each model works in [this](https://stable-diffusion-art.com/controlnet/) guide. (It's for A1111WebUI but you'll understand)\n\n---\n\n#### IPAdapter\nIPAdapter let's you copy the style of an image simply by providing an IPAdapter Model & a Clip Model. <br>\nIt basically works as a 1-Image-LoRA that injects itself into the Model and applies the style of the image like a LoRA. The composition part works similar to ControlNet where the general composition is being copied by the image. <br>\nYou can select an image for the style and an image for the composition individually in the \"IPAdapter (Optional)\"-Group and then set the strength of their influence in the \"Sampler Settings\"-Group. <br>\nIn general if you're just trying to copy the style of one image and the position of another image i'd recommend using ControlNet for the pose and IPAdapter for the style. <br>\nIf you use the \"Low VRAM\"-Option, ALONGSIDE the IPAdapter, your input image will be scaled down to a resolution where your smallest side of the image has 512px to decrease the VRAM usage that IPAdapter needs to analyze the image.<br>\n<br>\nBe aware that you still have to prompt correctly with IPAdapter, otherwise the concept or pose of the input image will heavily influence the final image(if you're not using ControlNet or a Composition image).\n\n---\n\n#### Prompts\nConsists of start quality prompts, positive prompt, end quality prompts and negative prompts. If you're like me and want to use the same quality tags across multiple different prompts you can activate/deactivate the quality prompts in the \"Process Control\"-Group.\nComma automatically gets appended to the end of the quality prompt and the positive prompt. To see what your full prompt looks like you can check the \"Prompt preview\"-Node inside the \"Debug\"-Group underneath the image preview.\n\n---\n\n#### Detailer Prompts\nConsists of one \"Denoise\"-Slider and one prompt field for each body part that has a detailer. <br> The prompt field is there to let you define what should be inpainted into the detail area while the denoise slider controls how much of the original shape, form, and color will be replaced. <br> A high value will completely overwrite the area while a lower value will preserve the original form (and color depending on how low) and just enhance it at a higher resolution. <br> If the anatomy already looks good and you only want to improve quality, a denoise value of 0.25 to 0.35 is recommended. If the anatomy is off - like extra fingers - you can increase it to 0.5 or higher and see if the results improve. <br> The higher your your denoise value - the higher impact your prompt has. You can also leave the prompt deactivated (In the \"Detailer Function Control\"-Group) and only use a low denoise value to simply detail the area in a higher resolution without changing too much of what's being shown. <br> As a general rule for the denoise setting you can remember that the higher the denoise value, the more the detailer will ignore what's already in that area. \n\n---\n\n\n`To the left are my recommended detection models as well as Detailer LoRA's for some of them that i use regularly. At the bottom you can find collections of Poses for ControlNet.`"
+        "TXT2IMG_ADetailer_%time",
+        "",
+        "png",
+        20,
+        7,
+        "",
+        "",
+        "normal",
+        "unknown",
+        "unknown",
+        0,
+        512,
+        512,
+        true,
+        100,
+        false,
+        0,
+        1,
+        0,
+        "%Y-%m-%d-%H%M%S",
+        false,
+        true,
+        "",
+        false,
+        true,
+        true,
+        ""
       ],
-      "color": "#222",
-      "bgcolor": "#000",
+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
       "shape": 1
     },
     {
-      "id": 586,
-      "type": "CheckpointLoader|pysssss",
+      "id": 624,
+      "type": "Image Filter",
       "pos": [
-        -440,
-        940
+        -590,
+        1720
       ],
       "size": [
-        350,
-        160
+        270,
+        394
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+      "flags": {
+        "collapsed": true
+      },
+      "order": 146,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 14763
+        },
+        {
+          "name": "latents",
+          "shape": 7,
+          "type": "LATENT",
+          "link": null
+        },
+        {
+          "name": "masks",
+          "shape": 7,
+          "type": "MASK",
+          "link": null
+        }
       ],
-      "flags": {},
-      "order": 91,
-      "mode": 0,
-      "inputs": [],
       "outputs": [
         {
-          "name": "MODEL",
-          "type": "MODEL",
-          "slot_index": 0,
+          "name": "images",
+          "type": "IMAGE",
           "links": [
-            11969
+            14762
           ]
         },
         {
-          "name": "CLIP",
-          "type": "CLIP",
-          "slot_index": 1,
-          "links": [
-            11970
-          ]
+          "name": "latents",
+          "type": "LATENT",
+          "links": null
         },
         {
-          "name": "VAE",
-          "type": "VAE",
-          "links": []
+          "name": "masks",
+          "type": "MASK",
+          "links": null
         },
         {
-          "name": "example",
+          "name": "extra1",
           "type": "STRING",
-          "links": []
+          "links": null
+        },
+        {
+          "name": "extra2",
+          "type": "STRING",
+          "links": null
+        },
+        {
+          "name": "extra3",
+          "type": "STRING",
+          "links": null
+        },
+        {
+          "name": "indexes",
+          "type": "STRING",
+          "links": [
+            14764
+          ]
         }
       ],
-      "title": "Refiner Checkpoint",
       "properties": {
-        "cnr_id": "comfyui-custom-scripts",
-        "ver": "bbda5e52ad580c13ceaa53136d9c2bed9137bd2e",
-        "Node name for S&R": "CheckpointLoader|pysssss",
+        "cnr_id": "cg-image-filter",
+        "ver": "f44a3b61e67523e5021d3d8c7fbb54d08d54fa21",
+        "Node name for S&R": "Image Filter",
         "ue_properties": {
           "version": "7.0.1",
           "widget_ue_connectable": {}
         }
       },
       "widgets_values": [
-        "CivitAIPopularMix_00001_.safetensors",
-        "[none]",
-        "[none]"
+        90,
+        "send none",
+        "",
+        "",
+        "",
+        "",
+        0,
+        "",
+        1,
+        16721
       ],
-      "color": "#223",
-      "bgcolor": "#335",
+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
       "shape": 1
     },
     {
-      "id": 319,
-      "type": "Fast Bypasser (rgthree)",
+      "id": 626,
+      "type": "Mute / Bypass Repeater (rgthree)",
       "pos": [
-        -240,
-        -40
+        -610,
+        1760
       ],
       "size": [
-        320,
-        160
+        247.59999084472656,
+        60
       ],
-      "flags": {},
-      "order": 132,
-      "mode": 0,
+      "flags": {
+        "collapsed": true
+      },
+      "order": 147,
+      "mode": 4,
       "inputs": [
         {
           "dir": 3,
-          "label": " ",
-          "name": "Upscaling",
-          "type": "*",
-          "link": 11003
-        },
-        {
-          "dir": 3,
-          "label": " ",
-          "name": "Hi-Res Fix",
-          "type": "*",
-          "link": 11090
-        },
-        {
-          "dir": 3,
-          "label": " ",
-          "name": "Color Fix for Hi-Res",
-          "type": "*",
-          "link": 11091
-        },
-        {
-          "dir": 3,
-          "label": " ",
-          "name": "Start quality prompt (Optional)",
-          "type": "*",
-          "link": 11092
-        },
-        {
-          "dir": 3,
-          "label": " ",
-          "name": "End quality prompt (Optional)",
+          "name": "Image Filter",
           "type": "*",
-          "link": 11093
+          "link": 14764
         },
         {
           "dir": 3,
-          "label": " ",
           "name": "",
           "type": "*",
           "link": null
@@ -8849,206 +9018,205 @@
       ],
       "outputs": [
         {
+          "color_off": "#a80",
+          "color_on": "#Fc0",
           "dir": 4,
-          "label": " ",
           "name": "OPT_CONNECTION",
           "type": "*",
-          "links": null
-        }
-      ],
-      "title": "Process Control",
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-      "type": "Primitive string multiline [Crystools]",
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-      "order": 92,
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-      "inputs": [],
-      "outputs": [
-        {
-          "name": "string",
-          "type": "STRING",
           "links": [
-            11092,
-            11785
+            14765
           ]
         }
       ],
-      "title": "Start quality prompt (Optional)",
-      "properties": {
-        "cnr_id": "comfyui-crystools",
-        "ver": "576b44b9b79e3bf4b5d50457a28924d89a42e7e1",
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-        "ue_properties": {
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-      },
-      "widgets_values": [
-        "masterpiece, best quality, absurdres, amazing quality, "
-      ],
-      "color": "#232",
-      "bgcolor": "#353",
+      "title": "Image Selection",
+      "properties": {},
+      "color": "#707070",
+      "bgcolor": "#5c5c5c",
       "shape": 1
     },
     {
-      "id": 239,
-      "type": "Primitive string multiline [Crystools]",
+      "id": 533,
+      "type": "mxSlider",
       "pos": [
-        1850,
-        0
+        -240,
+        250
       ],
       "size": [
-        400,
-        280
+        320,
+        30
       ],
       "flags": {},
-      "order": 93,
+      "order": 94,
       "mode": 0,
       "inputs": [],
       "outputs": [
         {
-          "name": "string",
-          "type": "STRING",
+          "name": "",
+          "type": "FLOAT",
           "links": [
-            11786
+            13627
           ]
         }
       ],
-      "title": "Positive",
+      "title": "Hi-Res Fix Denoise",
       "properties": {
-        "cnr_id": "comfyui-crystools",
-        "ver": "576b44b9b79e3bf4b5d50457a28924d89a42e7e1",
-        "Node name for S&R": "Primitive string multiline [Crystools]",
+        "cnr_id": "comfyui-mxtoolkit",
+        "ver": "0a3857ada2c1780188b9d5abb95f9f3e6561d976",
+        "Node name for S&R": "mxSlider",
+        "value": 0.3,
+        "min": 0,
+        "max": 1,
+        "step": 0.01,
+        "decimals": 2,
+        "snap": true,
         "ue_properties": {
           "version": "7.0.1",
           "widget_ue_connectable": {}
         }
       },
       "widgets_values": [
-        "inoue orihime, large breasts, brown eyes, long hair, straight hair, female, mature female, 1girl, solo, breasts, looking at viewer, blush, smile, cowboy shot, sleeveless, pants, sweater, hand on hip, v, turtleneck, denim, jeans, "
+        0,
+        0.3,
+        1
       ],
-      "color": "#232",
-      "bgcolor": "#353",
+      "color": "#432",
+      "bgcolor": "#653",
       "shape": 1
     },
     {
-      "id": 291,
-      "type": "LoadImage",
+      "id": 528,
+      "type": "mxSlider",
       "pos": [
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+        180
       ],
       "size": [
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-        350
+        320,
+        30
       ],
       "flags": {},
-      "order": 94,
+      "order": 95,
       "mode": 0,
       "inputs": [],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "",
+          "type": "FLOAT",
           "links": [
-            544,
-            723,
-            12707
+            11009
           ]
-        },
-        {
-          "name": "MASK",
-          "type": "MASK",
-          "links": null
         }
       ],
-      "title": "Pre-Process image to Pose",
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "LoadImage",
+      "title": "Upscale Factor",
+      "properties": {
+        "cnr_id": "comfyui-mxtoolkit",
+        "ver": "0a3857ada2c1780188b9d5abb95f9f3e6561d976",
+        "Node name for S&R": "mxSlider",
+        "value": 2,
+        "min": 1,
+        "max": 6,
+        "step": 0.1,
+        "decimals": 1,
+        "snap": true,
         "ue_properties": {
           "version": "7.0.1",
           "widget_ue_connectable": {}
         }
       },
       "widgets_values": [
-        "example.png",
-        "image"
+        2,
+        2,
+        1
       ],
-      "color": "#233",
-      "bgcolor": "#355",
+      "color": "#432",
+      "bgcolor": "#653",
       "shape": 1
     },
     {
-      "id": 333,
-      "type": "LoadImage",
+      "id": 319,
+      "type": "Fast Bypasser (rgthree)",
       "pos": [
-        1510,
-        370
+        -240,
+        -40
       ],
       "size": [
-        310,
-        350
+        320,
+        180
       ],
       "flags": {},
-      "order": 95,
+      "order": 132,
       "mode": 0,
-      "inputs": [],
-      "outputs": [
+      "inputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
-          "links": [
-            704,
-            722,
-            741,
-            12706
-          ]
+          "dir": 3,
+          "label": " ",
+          "name": "Image Selection",
+          "type": "*",
+          "link": 14765
         },
         {
-          "name": "MASK",
-          "type": "MASK",
+          "dir": 3,
+          "label": " ",
+          "name": "Upscaling",
+          "type": "*",
+          "link": 14766
+        },
+        {
+          "dir": 3,
+          "label": " ",
+          "name": "Hi-Res Fix",
+          "type": "*",
+          "link": 14767
+        },
+        {
+          "dir": 3,
+          "label": " ",
+          "name": "Color Fix for Hi-Res",
+          "type": "*",
+          "link": 14768
+        },
+        {
+          "dir": 3,
+          "label": " ",
+          "name": "Start quality prompt (Optional)",
+          "type": "*",
+          "link": 14769
+        },
+        {
+          "dir": 3,
+          "label": " ",
+          "name": "End quality prompt (Optional)",
+          "type": "*",
+          "link": 14770
+        },
+        {
+          "dir": 3,
+          "label": " ",
+          "name": "",
+          "type": "*",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "dir": 4,
+          "label": " ",
+          "name": "OPT_CONNECTION",
+          "type": "*",
           "links": null
         }
       ],
-      "title": "Load ControlNet Pose",
+      "title": "Process Control",
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "LoadImage",
+        "toggleRestriction": "default",
+        "collapse_connections": true,
         "ue_properties": {
           "version": "7.0.1",
           "widget_ue_connectable": {}
         }
       },
-      "widgets_values": [
-        "example.png",
-        "image"
-      ],
-      "color": "#233",
-      "bgcolor": "#355",
+      "color": "#432",
+      "bgcolor": "#653",
       "shape": 1
     },
     {
@@ -10154,14 +10322,6 @@
       0,
       "UPSCALE_MODEL"
     ],
-    [
-      11003,
-      527,
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-      0,
-      "*"
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@@ -10170,38 +10330,6 @@
       2,
       "FLOAT"
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@@ -10322,14 +10450,6 @@
       6,
       "STRING"
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-    [
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-      5,
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-      1,
-      "IMAGE"
-    ],
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       11702,
       546,
@@ -11075,7 +11195,79 @@
       "*"
     ],
     [
-      14754,
+      14762,
+      624,
+      0,
+      527,
+      1,
+      "IMAGE"
+    ],
+    [
+      14763,
+      546,
+      5,
+      624,
+      0,
+      "IMAGE"
+    ],
+    [
+      14764,
+      624,
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+      0,
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+    [
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+      1,
+      "*"
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+    [
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+      2,
+      "*"
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+    [
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+      3,
+      "*"
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+    [
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+      319,
+      4,
+      "*"
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+    [
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+      5,
+      "*"
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@@ -11083,7 +11275,7 @@
       "CONDITIONING"
     ],
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@@ -11091,7 +11283,7 @@
       "CONDITIONING"
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@@ -11099,7 +11291,7 @@
       "CONDITIONING"
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@@ -11107,7 +11299,7 @@
       "CONDITIONING"
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@@ -11115,7 +11307,7 @@
       "CONDITIONING"
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@@ -11123,7 +11315,7 @@
       "CONDITIONING"
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@@ -11131,7 +11323,7 @@
       "CONDITIONING"
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       0,
       19,
@@ -11151,7 +11343,9 @@
       ],
       "color": "#88A",
       "font_size": 24,
-      "flags": {}
+      "flags": {
+        "pinned": true
+      }
     },
     {
       "id": 2,
@@ -11204,14 +11398,12 @@
       "bounding": [
         -770,
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-        280,
+        310,
         290
       ],
       "color": "#444",
       "font_size": 24,
-      "flags": {
-        "pinned": true
-      }
+      "flags": {}
     },
     {
       "id": 20,
@@ -11224,7 +11416,9 @@
       ],
       "color": "#88A",
       "font_size": 24,
-      "flags": {}
+      "flags": {
+        "pinned": true
+      }
     },
     {
       "id": 21,
@@ -11237,7 +11431,9 @@
       ],
       "color": "#b06634",
       "font_size": 24,
-      "flags": {}
+      "flags": {
+        "pinned": true
+      }
     },
     {
       "id": 23,
@@ -11250,7 +11446,9 @@
       ],
       "color": "#88A",
       "font_size": 24,
-      "flags": {}
+      "flags": {
+        "pinned": true
+      }
     },
     {
       "id": 24,
@@ -11278,7 +11476,9 @@
       ],
       "color": "#444",
       "font_size": 24,
-      "flags": {}
+      "flags": {
+        "pinned": true
+      }
     },
     {
       "id": 26,
@@ -11299,7 +11499,7 @@
       "id": 27,
       "title": "ControlNet",
       "bounding": [
-        -480,
+        -450,
         1700,
         200,
         120
@@ -11314,7 +11514,7 @@
       "id": 28,
       "title": "Image Save",
       "bounding": [
-        -480,
+        -450,
         1530,
         200,
         160
@@ -11329,7 +11529,7 @@
       "id": 30,
       "title": "PreProcessor",
       "bounding": [
-        -270,
+        -240,
         1530,
         190,
         160
@@ -11359,7 +11559,7 @@
       "id": 34,
       "title": "IPAdapter Comp",
       "bounding": [
-        -70,
+        -40,
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         210,
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@@ -11374,7 +11574,7 @@
       "id": 35,
       "title": "IPAdapter Style",
       "bounding": [
-        -270,
+        -240,
         1700,
         190,
         120
@@ -11387,9 +11587,9 @@
     },
     {
       "id": 37,
-      "title": "IPA Style Low VRAM",
+      "title": "Style Low VRAM",
       "bounding": [
-        150,
+        180,
         1700,
         240,
         120
@@ -11402,11 +11602,11 @@
     },
     {
       "id": 38,
-      "title": "IPA Comp Low VRAM",
+      "title": "Comp Low VRAM",
       "bounding": [
-        400,
+        430,
         1700,
-        250,
+        220,
         120
       ],
       "color": "#444",
@@ -11419,9 +11619,9 @@
       "id": 39,
       "title": "ControlNet - Low VRAM",
       "bounding": [
-        360,
+        380,
         1530,
-        290,
+        270,
         160
       ],
       "color": "#444",
@@ -11434,7 +11634,7 @@
       "id": 40,
       "title": "HiRes Fix",
       "bounding": [
-        -70,
+        -40,
         1530,
         210,
         160
@@ -11449,9 +11649,9 @@
       "id": 41,
       "title": "HiRes Color Fix",
       "bounding": [
-        150,
+        180,
         1530,
-        200,
+        190,
         160
       ],
       "color": "#444",
@@ -11482,7 +11682,7 @@
         -250,
         -110,
         340,
-        380
+        400
       ],
       "color": "#8A8",
       "font_size": 24,
@@ -11495,9 +11695,9 @@
       "title": "IPAdapter / ControlNet",
       "bounding": [
         -250,
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+        300,
         340,
-        450
+        430
       ],
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workflows/TXT2IMG/v4.4/changelog.md

@@ -2,6 +2,7 @@
 - introduction of refiner functionality
 - switch for turning off seperate VAE to use baked-in VAE of checkpoint
 - replaced the single lora loaders and their 6 activation buttons with rgthree's lora stack loader to load as many as you want (same for detailer loras)
+- made image-selection filter an optional step since some people don't want to use it (Process Control - Enable Image Selection)
 - moved all model selection stuff into second row for more streamlined process
 - moved controlnet & ipadapter model selection into their respective groups for easier switching
 - removal of all group nodes & abstraction through subgraphs

workflows/TXT2IMG/v4.4/todo.md

@@ -1 +1,2 @@
-- update how to note & debug note
+- update how to note & debug note
+- add v-pred & clip skip to refiner