Upload LCM Workflows

sd15-lcm-workflow.json

@@ -1,6 +1,6 @@
 {
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-  "last_link_id": 181,
+  "last_node_id": 72,
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@@ -14,7 +14,7 @@
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@@ -51,7 +51,7 @@
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@@ -76,54 +76,11 @@
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@@ -131,7 +88,7 @@
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@@ -179,7 +136,7 @@
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@@ -203,48 +160,11 @@
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@@ -275,7 +195,7 @@
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@@ -283,7 +203,7 @@
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@@ -314,59 +234,65 @@
       }
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-      "title": "Note - LoRA",
-      "properties": {
-        "text": ""
-      },
-      "widgets_values": [
-        "To activate LoRA\nSet Strength Model and Strength Clip to 1"
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+          "type": "*",
+          "link": 113
+        }
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-      "color": "#2a363b",
-      "bgcolor": "#3f5159"
+      "outputs": [
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+          "type": "VAE",
+          "links": [
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+          "slot_index": 0
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+      "properties": {
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-          "name": "width",
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-          "widget": {
-            "name": "width"
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+          "name": "pixels",
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         },
         {
-          "name": "height",
-          "type": "INT",
-          "link": 158,
-          "widget": {
-            "name": "height"
-          }
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       "outputs": [
@@ -374,41 +300,35 @@
           "name": "LATENT",
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           "links": [
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-      "widgets_values": [
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-        512,
-        1
-      ],
-      "color": "#222",
-      "bgcolor": "#000"
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@@ -416,7 +336,9 @@
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@@ -427,74 +349,78 @@
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-          "type": "IMAGE",
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+          "link": 104
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+          "link": 115
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-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
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+            68
           ],
           "shape": 3,
           "slot_index": 0
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+      "title": "VAE Decode (No Upscale)",
       "properties": {
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+        "Node name for S&R": "VAEDecode"
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@@ -505,481 +431,727 @@
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           "type": "*",
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+          "link": 223
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       "outputs": [
         {
-          "name": "",
-          "type": "VAE",
+          "name": "LATENT",
+          "type": "LATENT",
           "links": [
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-            93,
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         "horizontal": false
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+      "bgcolor": "#535"
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-          "type": "MODEL",
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-          "name": "clip",
-          "type": "CLIP",
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+          "name": "",
+          "type": "*",
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       "outputs": [
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-          "name": "MODEL",
-          "type": "MODEL",
+          "name": "LATENT",
+          "type": "LATENT",
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-        0
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-      "color": "#2a363b",
-      "bgcolor": "#3f5159"
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-          "name": "clip",
-          "type": "CLIP",
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+          "name": "",
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       "outputs": [
         {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            102
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-          "type": "IMAGE",
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+          "type": "FLOAT",
           "links": [
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       "properties": {
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     {
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+          "widget": {
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       "outputs": [
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-          "name": "IMAGE",
-          "type": "IMAGE",
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           "links": [
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-      "title": "VAE Decode (No Upscale)",
       "properties": {
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+          "name": "text",
+          "type": "STRING",
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+          "widget": {
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       "outputs": [
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-          "type": "LATENT",
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+          "widget": {
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-          "type": "LATENT",
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-      "flags": {
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+      "title": "Negative Prompt",
+      "properties": {},
+      "widgets_values": [
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+      "color": "#322",
+      "bgcolor": "#533"
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+          "widget": {
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+          "link": 172,
+          "widget": {
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+          "type": "STRING",
+          "link": 166,
+          "widget": {
+            "name": "text_negative"
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+          "type": "STRING",
+          "links": [
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+      "properties": {
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+        "sai-enhance",
+        "No"
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+    {
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+          "type": "STRING",
+          "link": 170,
+          "widget": {
+            "name": "text_negative"
+          }
+        }
+      ],
+      "outputs": [
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+          "name": "text_positive",
+          "type": "STRING",
+          "links": [
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+          "shape": 3,
+          "slot_index": 0
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+      "properties": {
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-          "type": "*",
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+          "name": "samples",
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-          "type": "LATENT",
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+          "type": "IMAGE",
           "links": [
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+            60
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+          "shape": 3,
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+      "title": "VAE Decode (Upscale Output)",
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
+        "Node name for S&R": "VAEDecode"
       }
     },
     {
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+      "id": 47,
       "type": "Reroute",
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+        2530,
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+          "type": "VAE",
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@@ -988,13 +1160,13 @@
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         "pinned": true
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           "links": [
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@@ -1011,150 +1183,29 @@
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-          "type": "LATENT",
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       "color": "#223",
       "bgcolor": "#335"
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     {
-      "id": 15,
-      "type": "KSampler",
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+      "type": "Note",
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-          "type": "CONDITIONING",
-          "link": 48
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-          "name": "latent_image",
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-          "type": "LATENT",
-          "links": [
-            27
-          ],
-          "shape": 3,
-          "slot_index": 0
-        }
-      ],
-      "title": "KSampler (Upscale)",
+      "title": "Note - Latent vs Model (for Hires Fix)",
       "properties": {
-        "Node name for S&R": "KSampler"
+        "text": ""
       },
       "widgets_values": [
-        45371764628189,
-        "randomize",
-        8,
-        1.6,
-        "lcm",
-        "normal",
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@@ -1163,15 +1214,15 @@
       "id": 58,
       "type": "Note",
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+        -173
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         "1": 107.06208038330078
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-      "order": 2,
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       "mode": 0,
       "title": "Note - Upscale (Hires Fix)",
       "properties": {
@@ -1184,85 +1235,113 @@
       "bgcolor": "#355"
     },
     {
-      "id": 57,
+      "id": 45,
       "type": "Note",
       "pos": [
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-      "order": 3,
+      "order": 5,
       "mode": 0,
-      "title": "Note - Latent vs Model (for Hires Fix)",
+      "title": "Note - LoRA",
       "properties": {
         "text": ""
       },
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-        "Top: Latent (Faster but grainy)\n\nvs\n\nBottom: 4x Upscale Model (Slower but better)\nSlower because, it converts latent to image, then upscale it 4x, then resize it down with reverse 4x calculator, then convert it again to latent to be processed. It's Sytan's workflow implementation."
+        "To activate LoRA\nSet Strength Model and Strength Clip to 1"
       ],
-      "color": "#323",
-      "bgcolor": "#535"
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
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       ],
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+          "type": "MODEL",
+          "links": [
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+          "slot_index": 0
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+          "type": "CLIP",
+          "links": [
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+          "shape": 3,
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+      "properties": {
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       "widgets_values": [
-        "%date:yyyy-MM-dd%/ComfyUI_%date:yyyyMMdd%_%date:hhmmss%"
+        "SDXL\\sd_xl_offset_example-lora_1.0.safetensors",
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       ],
-      "color": "#222",
-      "bgcolor": "#000"
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
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     {
-      "id": 25,
+      "id": 66,
       "type": "Reroute",
       "pos": [
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@@ -1273,32 +1352,32 @@
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     {
-      "id": 38,
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       "type": "Reroute",
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-          "type": "FLOAT",
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@@ -1309,31 +1388,34 @@
       }
     },
     {
-      "id": 50,
-      "type": "LatentUpscaleBy",
+      "id": 12,
+      "type": "EmptyLatentImage",
       "pos": [
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-        "1": 82
+        "0": 210,
+        "1": 78
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       "mode": 0,
       "inputs": [
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-          "name": "samples",
-          "type": "LATENT",
-          "link": 128
+          "name": "width",
+          "type": "INT",
+          "link": 225,
+          "widget": {
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         },
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-          "name": "scale_by",
-          "type": "FLOAT",
-          "link": 159,
+          "name": "height",
+          "type": "INT",
+          "link": 226,
           "widget": {
-            "name": "scale_by"
+            "name": "height"
           }
         }
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@@ -1342,44 +1424,46 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
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+            16
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-          "shape": 3,
-          "slot_index": 0
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       ],
       "properties": {
-        "Node name for S&R": "LatentUpscaleBy"
+        "Node name for S&R": "EmptyLatentImage"
       },
       "widgets_values": [
-        "area",
-        1.5
-      ]
+        512,
+        512,
+        1
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+      "color": "#222",
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       "type": "LoraLoader",
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@@ -1387,7 +1471,7 @@
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           "type": "MODEL",
           "links": [
-            95
+            97
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@@ -1396,7 +1480,7 @@
           "name": "CLIP",
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           "links": [
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           "slot_index": 1
@@ -1406,474 +1490,486 @@
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       },
       "widgets_values": [
-        "Tweak\\lcm-lora-sd15_pytorch_lora_weights.safetensors",
-        1,
-        1
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       "color": "#2a363b",
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-      "color": "#332922",
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-      "type": "CheckpointLoaderSimple",
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sdxl-lcm-workflow.json

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-  "last_link_id": 185,
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+  "last_link_id": 221,
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@@ -14,7 +14,7 @@
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       "flags": {},
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@@ -51,7 +51,7 @@
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+      "order": 30,
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@@ -76,54 +76,11 @@
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-          "links": [
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@@ -131,7 +88,7 @@
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@@ -171,7 +128,7 @@
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@@ -179,7 +136,7 @@
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@@ -203,48 +160,11 @@
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@@ -275,7 +195,7 @@
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@@ -283,7 +203,7 @@
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@@ -313,96 +233,19 @@
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-      "flags": {},
-      "order": 1,
-      "mode": 0,
-      "title": "Note - LoRA",
-      "properties": {
-        "text": ""
-      },
-      "widgets_values": [
-        "To activate LoRA\nSet Strength Model and Strength Clip to 1"
-      ],
-      "color": "#2a363b",
-      "bgcolor": "#3f5159"
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-      "type": "EmptyLatentImage",
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-          "widget": {
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@@ -430,7 +273,7 @@
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@@ -438,7 +281,7 @@
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@@ -468,24 +311,24 @@
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@@ -493,8 +336,9 @@
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+            114
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@@ -505,34 +349,78 @@
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+      "id": 30,
+      "type": "VAEDecode",
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+        -90
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+      "size": {
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+        "1": 46
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+      "flags": {
+        "collapsed": false
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+      "order": 34,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 104
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 115
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            68
+          ],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "title": "VAE Decode (No Upscale)",
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      }
+    },
+    {
+      "id": 43,
       "type": "Reroute",
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+        -89
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           "type": "*",
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+          "link": 103
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       "outputs": [
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           "name": "",
-          "type": "VAE",
+          "type": "LATENT",
           "links": [
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-            93,
-            114
+            104,
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+            128
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@@ -543,237 +431,145 @@
       }
     },
     {
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-      "type": "LoraLoader",
+      "id": 54,
+      "type": "Reroute",
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+        3020,
+        -470
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-      "size": {
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+      "size": [
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+      "order": 45,
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       "inputs": [
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-          "type": "MODEL",
-          "link": 95
-        },
-        {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 96
+          "name": "",
+          "type": "*",
+          "link": 192
         }
       ],
       "outputs": [
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-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            97
-          ],
-          "shape": 3,
-          "slot_index": 0
-        },
-        {
-          "name": "CLIP",
-          "type": "CLIP",
+          "name": "LATENT",
+          "type": "LATENT",
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-          "shape": 3,
-          "slot_index": 1
+            131
+          ]
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       ],
       "properties": {
-        "Node name for S&R": "LoraLoader"
+        "showOutputText": true,
+        "horizontal": false
       },
-      "widgets_values": [
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-        0,
-        0
-      ],
-      "color": "#2a363b",
-      "bgcolor": "#3f5159"
+      "color": "#323",
+      "bgcolor": "#535"
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     {
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-      "type": "LoraLoader",
+      "id": 52,
+      "type": "Reroute",
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-          "slot_index": 0
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-          "type": "CLIP",
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-      "properties": {
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-      "widgets_values": [
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+        -500
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-      "color": "#2a363b",
-      "bgcolor": "#3f5159"
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-    {
-      "id": 17,
-      "type": "VAEDecode",
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-        -201
+      "size": [
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+        26
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-      "size": {
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-        "1": 46
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       "flags": {
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+        "pinned": true
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+      "order": 39,
       "mode": 0,
       "inputs": [
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-          "type": "LATENT",
-          "link": 27
-        },
-        {
-          "name": "vae",
-          "type": "VAE",
-          "link": 116,
-          "slot_index": 1
+          "name": "",
+          "type": "*",
+          "link": 129
         }
       ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
-          "links": [
-            60
-          ],
-          "shape": 3,
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [],
           "slot_index": 0
         }
       ],
-      "title": "VAE Decode (Upscale Output)",
       "properties": {
-        "Node name for S&R": "VAEDecode"
+        "showOutputText": true,
+        "horizontal": false
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     },
     {
-      "id": 30,
-      "type": "VAEDecode",
+      "id": 53,
+      "type": "Reroute",
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+        2900,
+        -430
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-          "type": "LATENT",
-          "link": 104
-        },
-        {
-          "name": "vae",
-          "type": "VAE",
-          "link": 115
+          "name": "",
+          "type": "*",
+          "link": 130
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       ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "LATENT",
+          "type": "LATENT",
           "links": [
-            68
+            192
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-          "shape": 3,
           "slot_index": 0
         }
       ],
-      "title": "VAE Decode (No Upscale)",
       "properties": {
-        "Node name for S&R": "VAEDecode"
+        "showOutputText": true,
+        "horizontal": false
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     },
     {
-      "id": 43,
+      "id": 38,
       "type": "Reroute",
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           "type": "*",
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+          "link": 181
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       "outputs": [
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           "name": "",
-          "type": "LATENT",
+          "type": "FLOAT",
           "links": [
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-            128
+            89
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           "slot_index": 0
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@@ -784,26 +580,32 @@
       }
     },
     {
-      "id": 54,
-      "type": "Reroute",
+      "id": 50,
+      "type": "LatentUpscaleBy",
       "pos": [
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+        "1": 82
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+      "flags": {},
+      "order": 36,
       "mode": 0,
       "inputs": [
         {
-          "name": "",
-          "type": "*",
-          "link": 163
+          "name": "samples",
+          "type": "LATENT",
+          "link": 128
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+        {
+          "name": "scale_by",
+          "type": "FLOAT",
+          "link": 180,
+          "widget": {
+            "name": "scale_by"
+          }
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       ],
       "outputs": [
@@ -811,435 +613,484 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            131
-          ]
+            129
+          ],
+          "shape": 3,
+          "slot_index": 0
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       ],
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
+        "Node name for S&R": "LatentUpscaleBy"
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-      "color": "#323",
-      "bgcolor": "#535"
+      "widgets_values": [
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+        1.5
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-      "type": "Reroute",
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+      "type": "CLIPTextEncode",
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-      "outputs": [
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-          "type": "IMAGE",
-          "links": [],
+          "name": "clip",
+          "type": "CLIP",
+          "link": 50
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+        {
+          "name": "text",
+          "type": "STRING",
+          "link": 173,
+          "widget": {
+            "name": "text"
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+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
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+          "shape": 3,
           "slot_index": 0
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       ],
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
+        "Node name for S&R": "CLIPTextEncode"
       },
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       "color": "#232",
       "bgcolor": "#353"
     },
     {
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+      "order": 29,
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       "inputs": [
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-          "name": "",
-          "type": "*",
-          "link": 129
+          "name": "clip",
+          "type": "CLIP",
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+          "name": "text",
+          "type": "STRING",
+          "link": 174,
+          "widget": {
+            "name": "text"
+          }
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       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [],
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
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+          "shape": 3,
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       "properties": {
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+      "color": "#322",
+      "bgcolor": "#533"
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-      "properties": {
-        "showOutputText": true,
-        "horizontal": false
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+      "title": "Positive Prompt",
+      "properties": {},
+      "widgets_values": [
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+      "color": "#232",
+      "bgcolor": "#353"
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+          "type": "STRING",
+          "link": 172,
+          "widget": {
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       ],
       "outputs": [
         {
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-          "type": "IMAGE",
+          "name": "text_positive",
+          "type": "STRING",
           "links": [
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+            173
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-        "horizontal": false
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-      "bgcolor": "#533"
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     },
     {
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+          "type": "STRING",
+          "link": 166,
           "widget": {
-            "name": "seed"
+            "name": "text_negative"
           }
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "text_positive",
+          "type": "STRING",
           "links": [
-            103
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           "shape": 3,
           "slot_index": 0
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       "properties": {
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+        "Node name for S&R": "SDXLPromptStyler"
       },
       "widgets_values": [
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-        "randomize",
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-        "normal",
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-      "color": "#223",
-      "bgcolor": "#335"
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+        "(semi-realistic, cgi, 2.5d, 3d, sketch, cartoon, drawing, anime:1.2), frame, mirror",
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+        "No"
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     },
     {
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+      "type": "SDXLPromptStyler",
       "pos": [
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-          "slot_index": 3
+          "name": "text_positive",
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+          "link": 169,
+          "widget": {
+            "name": "text_positive"
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         },
         {
-          "name": "seed",
-          "type": "INT",
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+          "name": "text_negative",
+          "type": "STRING",
+          "link": 170,
           "widget": {
-            "name": "seed"
+            "name": "text_negative"
           }
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "text_positive",
+          "type": "STRING",
           "links": [
-            27
+            171
           ],
           "shape": 3,
           "slot_index": 0
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+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "links": [
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+          "shape": 3,
+          "slot_index": 1
         }
       ],
-      "title": "KSampler (Upscale)",
-      "properties": {
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-      "order": 2,
-      "mode": 0,
-      "title": "Note - Upscale (Hires Fix)",
+      "title": "Prompt Styler 2",
       "properties": {
-        "text": ""
+        "Node name for S&R": "SDXLPromptStyler"
       },
       "widgets_values": [
-        "Green/Top: Upscale ON\nRed/Bottom: Upscale OFF\n\nUpscale OFF meaning it won't get the desired resolution, only using the recommended SD resolution capabilities."
-      ],
-      "color": "#233",
-      "bgcolor": "#355"
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+        "",
+        "sai-photographic",
+        "No"
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     },
     {
-      "id": 57,
-      "type": "Note",
+      "id": 65,
+      "type": "RecommendedResCalc",
       "pos": [
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-        -495
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+        302
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       "size": {
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+        "1": 162
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       "flags": {},
       "order": 3,
       "mode": 0,
-      "title": "Note - Latent vs Model (for Hires Fix)",
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+          "name": "recomm width",
+          "type": "INT",
+          "links": [
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+          "shape": 3,
+          "slot_index": 0
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+        {
+          "name": "recomm height",
+          "type": "INT",
+          "links": [
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+          "shape": 3,
+          "slot_index": 1
+        },
+        {
+          "name": "upscale factor",
+          "type": "FLOAT",
+          "links": [
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+          "shape": 3,
+          "slot_index": 2
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+        {
+          "name": "reverse upscale for 4x",
+          "type": "FLOAT",
+          "links": [
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+          "slot_index": 3
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+          "type": "FLOAT",
+          "links": null,
+          "shape": 3
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+      ],
       "properties": {
-        "text": ""
+        "Node name for S&R": "RecommendedResCalc"
       },
       "widgets_values": [
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+        2000
       ],
-      "color": "#323",
-      "bgcolor": "#535"
+      "color": "#222",
+      "bgcolor": "#000"
     },
     {
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-      "type": "SaveImage",
+      "id": 18,
+      "type": "VAELoader",
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       "flags": {},
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       "mode": 0,
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         {
-          "name": "images",
-          "type": "IMAGE",
-          "link": 61
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
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+          "shape": 3,
+          "slot_index": 0
         }
       ],
-      "properties": {},
+      "properties": {
+        "Node name for S&R": "VAELoader"
+      },
       "widgets_values": [
-        "%date:yyyy-MM-dd%/ComfyUI_%date:yyyyMMdd%_%date:hhmmss%"
+        "SDXL\\sdxl-vae-fp16-fix.safetensors"
       ],
-      "color": "#222",
-      "bgcolor": "#000"
+      "color": "#332922",
+      "bgcolor": "#593930"
     },
     {
       "id": 25,
       "type": "Reroute",
       "pos": [
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         50
       ],
       "size": [
@@ -1247,7 +1098,7 @@
         26
       ],
       "flags": {},
-      "order": 23,
+      "order": 27,
       "mode": 0,
       "inputs": [
         {
@@ -1273,661 +1124,958 @@
       }
     },
     {
-      "id": 38,
-      "type": "Reroute",
+      "id": 35,
+      "type": "ImageUpscaleWithModel",
       "pos": [
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-        -481
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-      "size": [
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-        26
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       ],
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-      "mode": 0,
+      "size": {
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+      "mode": 0,
       "inputs": [
         {
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-          "type": "*",
-          "link": 181
+          "name": "upscale_model",
+          "type": "UPSCALE_MODEL",
+          "link": 85,
+          "slot_index": 0
+        },
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 84
         }
       ],
       "outputs": [
         {
-          "name": "",
-          "type": "FLOAT",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            89
+            86
           ],
+          "shape": 3,
           "slot_index": 0
         }
       ],
+      "title": "Upscale Image (4x using Model)",
       "properties": {
-        "showOutputText": false,
-        "horizontal": false
+        "Node name for S&R": "ImageUpscaleWithModel"
       }
     },
     {
-      "id": 50,
-      "type": "LatentUpscaleBy",
+      "id": 17,
+      "type": "VAEDecode",
       "pos": [
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-        -782
+        2630,
+        -200
       ],
       "size": {
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-        "1": 82
+        "0": 226.8000030517578,
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-      "order": 32,
+      "flags": {
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+      "order": 47,
       "mode": 0,
       "inputs": [
         {
           "name": "samples",
           "type": "LATENT",
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+          "link": 27
         },
         {
-          "name": "scale_by",
-          "type": "FLOAT",
-          "link": 180,
-          "widget": {
-            "name": "scale_by"
-          }
+          "name": "vae",
+          "type": "VAE",
+          "link": 116,
+          "slot_index": 1
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            129
+            60
           ],
           "shape": 3,
           "slot_index": 0
         }
       ],
+      "title": "VAE Decode (Upscale Output)",
       "properties": {
-        "Node name for S&R": "LatentUpscaleBy"
-      },
-      "widgets_values": [
-        "area",
-        1.5
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     },
     {
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-      "type": "CLIPTextEncode",
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+      "type": "Reroute",
       "pos": [
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-        50
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       "mode": 0,
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-          "link": 173,
-          "widget": {
-            "name": "text"
-          }
+          "name": "",
+          "type": "*",
+          "link": 114
         }
       ],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
+          "name": "",
+          "type": "VAE",
           "links": [
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+            115,
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-          "shape": 3,
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       "properties": {
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-      "color": "#232",
-      "bgcolor": "#353"
+        "showOutputText": false,
+        "horizontal": false
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     },
     {
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-      "type": "CLIPTextEncode",
+      "id": 29,
+      "type": "Reroute",
       "pos": [
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-        136
+        2999,
+        -136
       ],
-      "size": {
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-        "1": 54
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-          "link": 174,
-          "widget": {
-            "name": "text"
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+          "name": "",
+          "type": "*",
+          "link": 221
         }
       ],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
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+            195
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-          "shape": 3,
           "slot_index": 0
         }
       ],
       "properties": {
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+        "horizontal": false
       },
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-      "color": "#322",
-      "bgcolor": "#533"
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+      "bgcolor": "#335"
     },
     {
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-          "widget": {
-            "name": "text_positive"
-          }
-        }
-      ],
-      "title": "Positive Prompt",
-      "properties": {},
+      "title": "Note - Latent vs Model (for Hires Fix)",
+      "properties": {
+        "text": ""
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       "widgets_values": [
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       ],
-      "color": "#232",
-      "bgcolor": "#353"
+      "color": "#323",
+      "bgcolor": "#535"
     },
     {
-      "id": 11,
-      "type": "PrimitiveNode",
+      "id": 58,
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+        -173
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-          "widget": {
-            "name": "text_negative"
-          }
-        }
-      ],
-      "title": "Negative Prompt",
-      "properties": {},
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+      "properties": {
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       "widgets_values": [
-        "(semi-realistic, cgi, 2.5d, 3d, sketch, cartoon, drawing, anime:1.2), frame, mirror"
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       ],
-      "color": "#322",
-      "bgcolor": "#533"
+      "color": "#233",
+      "bgcolor": "#355"
     },
     {
-      "id": 63,
-      "type": "SDXLPromptStyler",
+      "id": 45,
+      "type": "Note",
       "pos": [
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-        457
+        680,
+        -180
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       "size": {
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+        "0": 210,
+        "1": 58
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       "flags": {},
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       "mode": 0,
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-          "name": "text_positive",
-          "type": "STRING",
-          "link": 171,
-          "widget": {
-            "name": "text_positive"
-          }
+      "title": "Note - LoRA",
+      "properties": {
+        "text": ""
+      },
+      "widgets_values": [
+        "To activate LoRA\nSet Strength Model and Strength Clip to 1"
+      ],
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
+    },
+    {
+      "id": 20,
+      "type": "LoraLoader",
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         {
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-          "link": 172,
-          "widget": {
-            "name": "text_negative"
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+          "name": "clip",
+          "type": "CLIP",
+          "link": 31
         }
       ],
       "outputs": [
         {
-          "name": "text_positive",
-          "type": "STRING",
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
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+            95
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           "shape": 3,
           "slot_index": 0
         },
         {
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-          "type": "STRING",
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sdxlssd1b-lcm-workflow.json

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-      "widgets_values": [
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-          "widget": {
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@@ -427,74 +308,78 @@
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@@ -505,656 +390,804 @@
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-          "type": "VAE",
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         "horizontal": false
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+        "1": 102
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+      "order": 20,
       "mode": 0,
       "inputs": [
         {
-          "name": "",
-          "type": "*",
-          "link": 60
+          "name": "text_positive",
+          "type": "STRING",
+          "link": 171,
+          "widget": {
+            "name": "text_positive"
+          }
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "link": 172,
+          "widget": {
+            "name": "text_negative"
+          }
         }
       ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
-          "links": [],
+          "name": "text_positive",
+          "type": "STRING",
+          "links": [
+            173
+          ],
+          "shape": 3,
           "slot_index": 0
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "links": [
+            174
+          ],
+          "shape": 3,
+          "slot_index": 1
         }
       ],
+      "title": "Prompt Styler 3",
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
+        "Node name for S&R": "SDXLPromptStyler"
       },
-      "color": "#232",
-      "bgcolor": "#353"
+      "widgets_values": [
+        "",
+        "",
+        "base",
+        "No"
+      ]
     },
     {
-      "id": 52,
-      "type": "Reroute",
+      "id": 61,
+      "type": "SDXLPromptStyler",
       "pos": [
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-      "order": 35,
+      "flags": {},
+      "order": 10,
       "mode": 0,
       "inputs": [
         {
-          "name": "",
-          "type": "*",
-          "link": 129
+          "name": "text_positive",
+          "type": "STRING",
+          "link": 165,
+          "widget": {
+            "name": "text_positive"
+          }
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "link": 166,
+          "widget": {
+            "name": "text_negative"
+          }
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [],
+          "name": "text_positive",
+          "type": "STRING",
+          "links": [
+            169
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+          "shape": 3,
           "slot_index": 0
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "links": [
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+          "shape": 3,
+          "slot_index": 1
         }
       ],
+      "title": "Prompt Styler 1",
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
-      }
+        "Node name for S&R": "SDXLPromptStyler"
+      },
+      "widgets_values": [
+        "(medieval knight cat wears shiny armor, background is castle:1.2), bright environment",
+        "(semi-realistic, cgi, 2.5d, 3d, sketch, cartoon, drawing, anime:1.2), frame, mirror",
+        "sai-enhance",
+        "No"
+      ]
     },
     {
-      "id": 53,
-      "type": "Reroute",
+      "id": 62,
+      "type": "SDXLPromptStyler",
       "pos": [
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+      "size": {
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+        "1": 102
       },
-      "order": 40,
+      "flags": {},
+      "order": 16,
       "mode": 0,
       "inputs": [
         {
-          "name": "",
-          "type": "*",
-          "link": 130
+          "name": "text_positive",
+          "type": "STRING",
+          "link": 169,
+          "widget": {
+            "name": "text_positive"
+          }
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "link": 170,
+          "widget": {
+            "name": "text_negative"
+          }
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "text_positive",
+          "type": "STRING",
           "links": [
-            163
+            171
           ],
+          "shape": 3,
           "slot_index": 0
+        },
+        {
+          "name": "text_negative",
+          "type": "STRING",
+          "links": [
+            172
+          ],
+          "shape": 3,
+          "slot_index": 1
         }
       ],
+      "title": "Prompt Styler 2",
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
-      }
+        "Node name for S&R": "SDXLPromptStyler"
+      },
+      "widgets_values": [
+        "",
+        "",
+        "sai-photographic",
+        "No"
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     },
     {
-      "id": 29,
-      "type": "Reroute",
+      "id": 65,
+      "type": "RecommendedResCalc",
       "pos": [
-        3134,
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-      "size": [
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       ],
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-      "inputs": [
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-          "name": "",
-          "type": "*",
-          "link": 187
-        }
-      ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "recomm width",
+          "type": "INT",
           "links": [
-            61
+            182
           ],
+          "shape": 3,
           "slot_index": 0
+        },
+        {
+          "name": "recomm height",
+          "type": "INT",
+          "links": [
+            183
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+          "shape": 3,
+          "slot_index": 1
+        },
+        {
+          "name": "upscale factor",
+          "type": "FLOAT",
+          "links": [
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+          ],
+          "shape": 3,
+          "slot_index": 2
+        },
+        {
+          "name": "reverse upscale for 4x",
+          "type": "FLOAT",
+          "links": [
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+          "shape": 3,
+          "slot_index": 3
+        },
+        {
+          "name": "reverse upscale for 2x",
+          "type": "FLOAT",
+          "links": null,
+          "shape": 3
         }
       ],
       "properties": {
-        "showOutputText": true,
-        "horizontal": false
+        "Node name for S&R": "RecommendedResCalc"
       },
-      "color": "#223",
-      "bgcolor": "#335"
+      "widgets_values": [
+        1600,
+        2000
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+      "color": "#222",
+      "bgcolor": "#000"
     },
     {
-      "id": 31,
+      "id": 25,
       "type": "Reroute",
       "pos": [
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+        687,
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       "size": [
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         26
       ],
-      "flags": {
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+      "order": 27,
       "mode": 0,
       "inputs": [
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           "name": "",
           "type": "*",
-          "link": 68
+          "link": 99
         }
       ],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "",
+          "type": "CLIP",
           "links": [
-            187
+            50,
+            153
           ],
           "slot_index": 0
         }
       ],
       "properties": {
-        "showOutputText": true,
+        "showOutputText": false,
         "horizontal": false
-      },
-      "color": "#322",
-      "bgcolor": "#533"
+      }
     },
     {
-      "id": 1,
-      "type": "KSampler",
+      "id": 35,
+      "type": "ImageUpscaleWithModel",
       "pos": [
-        1480,
-        -40
+        2050,
+        -570
       ],
       "size": {
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       "mode": 0,
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         {
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-          "type": "MODEL",
-          "link": 53,
+          "name": "upscale_model",
+          "type": "UPSCALE_MODEL",
+          "link": 85,
           "slot_index": 0
         },
         {
-          "name": "positive",
-          "type": "CONDITIONING",
-          "link": 44
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-        {
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-          "type": "CONDITIONING",
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-        {
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-        },
-        {
-          "name": "seed",
-          "type": "INT",
-          "link": 25,
-          "widget": {
-            "name": "seed"
-          }
+          "name": "image",
+          "type": "IMAGE",
+          "link": 84
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            103
+            86
           ],
           "shape": 3,
           "slot_index": 0
         }
       ],
+      "title": "Upscale Image (4x using Model)",
       "properties": {
-        "Node name for S&R": "KSampler"
-      },
-      "widgets_values": [
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-        "randomize",
-        8,
-        1.6,
-        "lcm",
-        "normal",
-        1
-      ],
-      "color": "#223",
-      "bgcolor": "#335"
+        "Node name for S&R": "ImageUpscaleWithModel"
+      }
     },
     {
-      "id": 15,
-      "type": "KSampler",
+      "id": 47,
+      "type": "Reroute",
       "pos": [
-        1970,
-        -40
+        2530,
+        -110
+      ],
+      "size": [
+        75,
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       ],
-      "size": {
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-        "1": 521.8184814453125
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       "flags": {},
-      "order": 42,
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       "mode": 0,
       "inputs": [
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-          "name": "model",
-          "type": "MODEL",
-          "link": 54,
-          "slot_index": 0
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-        {
-          "name": "positive",
-          "type": "CONDITIONING",
-          "link": 45
-        },
-        {
-          "name": "negative",
-          "type": "CONDITIONING",
-          "link": 48
-        },
+          "name": "",
+          "type": "*",
+          "link": 114
+        }
+      ],
+      "outputs": [
         {
-          "name": "latent_image",
-          "type": "LATENT",
-          "link": 131,
-          "slot_index": 3
-        },
+          "name": "",
+          "type": "VAE",
+          "links": [
+            115,
+            229
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "showOutputText": false,
+        "horizontal": false
+      }
+    },
+    {
+      "id": 29,
+      "type": "Reroute",
+      "pos": [
+        2999,
+        -136
+      ],
+      "size": [
+        82,
+        26
+      ],
+      "flags": {
+        "pinned": true
+      },
+      "order": 40,
+      "mode": 0,
+      "inputs": [
         {
-          "name": "seed",
-          "type": "INT",
-          "link": 26,
-          "widget": {
-            "name": "seed"
-          }
+          "name": "",
+          "type": "*",
+          "link": 233
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            27
+            195
           ],
-          "shape": 3,
           "slot_index": 0
         }
       ],
-      "title": "KSampler (Upscale)",
       "properties": {
-        "Node name for S&R": "KSampler"
+        "showOutputText": true,
+        "horizontal": false
+      },
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 57,
+      "type": "Note",
+      "pos": [
+        2869,
+        -697
+      ],
+      "size": {
+        "0": 319.20001220703125,
+        "1": 133.66436767578125
+      },
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "title": "Note - Latent vs Model (for Hires Fix)",
+      "properties": {
+        "text": ""
       },
       "widgets_values": [
-        45371764628188,
-        "randomize",
-        8,
-        1.6,
-        "lcm",
-        "normal",
-        0.35000000000000003
+        "Top: Latent (Faster but grainy)\n\nvs\n\nBottom: 4x Upscale Model (Slower but better)\nSlower because, it converts latent to image, then upscale it 4x, then resize it down with reverse 4x calculator, then convert it again to latent to be processed. It's Sytan's workflow implementation."
       ],
       "color": "#323",
       "bgcolor": "#535"
@@ -1163,15 +1196,15 @@
       "id": 58,
       "type": "Note",
       "pos": [
-        3280,
-        -185
+        3106,
+        -173
       ],
       "size": {
         "0": 244.01617431640625,
         "1": 107.06208038330078
       },
       "flags": {},
-      "order": 2,
+      "order": 5,
       "mode": 0,
       "title": "Note - Upscale (Hires Fix)",
       "properties": {
@@ -1184,85 +1217,113 @@
       "bgcolor": "#355"
     },
     {
-      "id": 57,
+      "id": 45,
       "type": "Note",
       "pos": [
-        3208,
-        -495
+        680,
+        -180
       ],
       "size": {
-        "0": 319.20001220703125,
-        "1": 133.66436767578125
+        "0": 210,
+        "1": 58
       },
       "flags": {},
-      "order": 3,
+      "order": 6,
       "mode": 0,
-      "title": "Note - Latent vs Model (for Hires Fix)",
+      "title": "Note - LoRA",
       "properties": {
         "text": ""
       },
       "widgets_values": [
-        "Top: Latent (Faster but grainy)\n\nvs\n\nBottom: 4x Upscale Model (Slower but better)\nSlower because, it converts latent to image, then upscale it 4x, then resize it down with reverse 4x calculator, then convert it again to latent to be processed. It's Sytan's workflow implementation."
+        "To activate LoRA\nSet Strength Model and Strength Clip to 1"
       ],
-      "color": "#323",
-      "bgcolor": "#535"
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
     },
     {
-      "id": 19,
-      "type": "SaveImage",
+      "id": 42,
+      "type": "LoraLoader",
       "pos": [
-        2370,
-        79
+        160,
+        -40
       ],
       "size": {
-        "0": 863.1112670898438,
-        "1": 858.6693115234375
+        "0": 486.067138671875,
+        "1": 126
       },
       "flags": {},
-      "order": 38,
+      "order": 22,
       "mode": 0,
       "inputs": [
         {
-          "name": "images",
-          "type": "IMAGE",
-          "link": 61
+          "name": "model",
+          "type": "MODEL",
+          "link": 97
+        },
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 98
         }
       ],
-      "properties": {},
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            102
+          ],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            99
+          ],
+          "shape": 3,
+          "slot_index": 1
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoraLoader"
+      },
       "widgets_values": [
-        "%date:yyyy-MM-dd%/ComfyUI_%date:yyyyMMdd%_%date:hhmmss%"
+        "SDXL\\sd_xl_offset_example-lora_1.0.safetensors",
+        0,
+        0
       ],
-      "color": "#222",
-      "bgcolor": "#000"
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
     },
     {
-      "id": 25,
+      "id": 66,
       "type": "Reroute",
       "pos": [
-        650,
-        50
+        86,
+        -419
       ],
       "size": [
         75,
         26
       ],
       "flags": {},
-      "order": 23,
+      "order": 13,
       "mode": 0,
       "inputs": [
         {
           "name": "",
           "type": "*",
-          "link": 99
+          "link": 189
         }
       ],
       "outputs": [
         {
           "name": "",
-          "type": "CLIP",
+          "type": "MODEL",
           "links": [
-            50,
-            153
+            200
           ],
           "slot_index": 0
         }
@@ -1273,32 +1334,32 @@
       }
     },
     {
-      "id": 38,
+      "id": 69,
       "type": "Reroute",
       "pos": [
-        1385,
-        -481
+        689,
+        -418
       ],
       "size": [
         75,
         26
       ],
       "flags": {},
-      "order": 12,
+      "order": 17,
       "mode": 0,
       "inputs": [
         {
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           "type": "*",
-          "link": 181
+          "link": 200
         }
       ],
       "outputs": [
         {
           "name": "",
-          "type": "FLOAT",
+          "type": "MODEL",
           "links": [
-            89
+            201
           ],
           "slot_index": 0
         }
@@ -1309,31 +1370,34 @@
       }
     },
     {
-      "id": 50,
-      "type": "LatentUpscaleBy",
+      "id": 12,
+      "type": "EmptyLatentImage",
       "pos": [
-        1361,
-        -782
+        1196,
+        298
       ],
       "size": {
-        "0": 315,
-        "1": 82
+        "0": 210,
+        "1": 78
       },
       "flags": {},
-      "order": 32,
+      "order": 11,
       "mode": 0,
       "inputs": [
         {
-          "name": "samples",
-          "type": "LATENT",
-          "link": 128
+          "name": "width",
+          "type": "INT",
+          "link": 182,
+          "widget": {
+            "name": "width"
+          }
         },
         {
-          "name": "scale_by",
-          "type": "FLOAT",
-          "link": 180,
+          "name": "height",
+          "type": "INT",
+          "link": 183,
           "widget": {
-            "name": "scale_by"
+            "name": "height"
           }
         }
       ],
@@ -1342,451 +1406,324 @@
           "name": "LATENT",
           "type": "LATENT",
           "links": [
-            129
+            16
           ],
-          "shape": 3,
-          "slot_index": 0
+          "shape": 3
         }
       ],
       "properties": {
-        "Node name for S&R": "LatentUpscaleBy"
+        "Node name for S&R": "EmptyLatentImage"
       },
       "widgets_values": [
-        "area",
-        1.5
-      ]
+        512,
+        512,
+        1
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
     },
     {
-      "id": 4,
-      "type": "CLIPTextEncode",
+      "id": 41,
+      "type": "LoraLoader",
       "pos": [
-        824,
-        50
+        158,
+        -204
       ],
       "size": {
-        "0": 210,
-        "1": 54
+        "0": 486.067138671875,
+        "1": 126
       },
       "flags": {},
-      "order": 24,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 50
+          "name": "model",
+          "type": "MODEL",
+          "link": 95
         },
         {
-          "name": "text",
-          "type": "STRING",
-          "link": 173,
-          "widget": {
-            "name": "text"
-          }
+          "name": "clip",
+          "type": "CLIP",
+          "link": 96
         }
       ],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            43
+            97
           ],
           "shape": 3,
           "slot_index": 0
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "CLIPTextEncode"
-      },
-      "widgets_values": [
-        "(highest quality), masterpiece, intricate, high detail, professional photo, 8k uhd, sharp focus, (realistic photograph:1.2), (medieval knight cat wears shiny armor, background is castle:1.2), bright environment"
-      ],
-      "color": "#232",
-      "bgcolor": "#353"
-    },
-    {
-      "id": 5,
-      "type": "CLIPTextEncode",
-      "pos": [
-        825,
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-      "size": {
-        "0": 210,
-        "1": 54
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-      "flags": {},
-      "order": 25,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 153
         },
         {
-          "name": "text",
-          "type": "STRING",
-          "link": 174,
-          "widget": {
-            "name": "text"
-          }
-        }
-      ],
-      "outputs": [
-        {
-          "name": "CONDITIONING",
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