Upload 2 files

SDXL_Explanation-Better-Upscaling.json

@@ -1,6 +1,6 @@
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@@ -2296,140 +1039,132 @@
       ],
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@@ -2437,426 +1172,367 @@
           "name": "IMAGE",
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@@ -2864,76 +1540,114 @@
       ],
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+          "link": 161
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 145
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 148
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 85
+        },
+        {
+          "name": "noise_seed",
+          "type": "INT",
+          "link": 164,
           "widget": {
-            "name": "text_positive",
+            "name": "noise_seed",
             "config": [
-              "STRING",
+              "INT",
               {
-                "default": "",
-                "multiline": true
+                "default": 0,
+                "min": 0,
+                "max": 18446744073709552000
+              }
+            ]
+          },
+          "slot_index": 4
+        },
+        {
+          "name": "start_at_step",
+          "type": "INT",
+          "link": 283,
+          "widget": {
+            "name": "start_at_step",
+            "config": [
+              "INT",
+              {
+                "default": 0,
+                "min": 0,
+                "max": 10000
               }
             ]
           }
         },
         {
-          "name": "text_negative",
-          "type": "STRING",
-          "link": 258,
+          "name": "steps",
+          "type": "INT",
+          "link": 284,
           "widget": {
-            "name": "text_negative",
+            "name": "steps",
             "config": [
-              "STRING",
+              "INT",
               {
-                "default": "",
-                "multiline": true
+                "default": 20,
+                "min": 1,
+                "max": 10000
               }
             ]
           }
@@ -2941,390 +1655,312 @@
       ],
       "outputs": [
         {
-          "name": "positive_prompt_text_g",
-          "type": "STRING",
+          "name": "LATENT",
+          "type": "LATENT",
           "links": [
-            259
+            91
           ],
           "shape": 3,
           "slot_index": 0
-        },
-        {
-          "name": "negative_prompt_text_g",
-          "type": "STRING",
-          "links": [
-            260
-          ],
-          "shape": 3,
-          "slot_index": 1
         }
       ],
-      "title": "SDXL Prompt Styler 2",
+      "title": "KSampler (Advanced) - Upscale Mixed Diff.",
       "properties": {
-        "Node name for S&R": "SDXLPromptStyler"
+        "Node name for S&R": "KSamplerAdvanced"
       },
       "widgets_values": [
-        "",
-        "",
-        "sai-base",
-        "No"
-      ]
-    },
-    {
-      "id": 137,
-      "type": "Reroute",
-      "pos": [
-        690,
-        -880
-      ],
-      "size": [
-        75,
-        26
-      ],
-      "flags": {
-        "pinned": true
-      },
-      "order": 72,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "",
-          "type": "*",
-          "link": 265,
-          "pos": [
-            37.5,
-            0
-          ]
-        }
-      ],
-      "outputs": [
-        {
-          "name": "",
-          "type": "IMAGE",
-          "links": [
-            282
-          ],
-          "label": "UPSCALED",
-          "slot_index": 0
-        }
+        "enable",
+        8418307862239,
+        "randomize",
+        30,
+        8,
+        "ddim",
+        "ddim_uniform",
+        20,
+        10000,
+        "disable"
       ],
-      "title": "UPSCALED",
-      "properties": {
-        "showOutputText": false,
-        "horizontal": true,
-        "showTitle": true
-      },
-      "color": "#232",
-      "bgcolor": "#353"
+      "color": "#323",
+      "bgcolor": "#535"
     },
     {
-      "id": 74,
-      "type": "Reroute",
+      "id": 68,
+      "type": "VAEDecode",
       "pos": [
-        600,
-        -810
-      ],
-      "size": [
-        75,
-        26
+        1965.230025116332,
+        -1168.2046325627637
       ],
-      "flags": {
-        "pinned": true
+      "size": {
+        "0": 210,
+        "1": 46
       },
-      "order": 73,
+      "flags": {},
+      "order": 44,
       "mode": 0,
       "inputs": [
         {
-          "name": "",
-          "type": "*",
-          "link": 282,
-          "pos": [
-            37.5,
-            0
-          ],
-          "slot_index": 0
+          "name": "samples",
+          "type": "LATENT",
+          "link": 91
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 290
         }
       ],
       "outputs": [
         {
-          "name": "",
+          "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            165,
-            166
+            265
           ],
-          "slot_index": 0,
-          "label": "OUTPUT"
+          "shape": 3,
+          "slot_index": 0
         }
       ],
-      "title": "OUTPUT",
       "properties": {
-        "showOutputText": false,
-        "horizontal": true,
-        "showTitle": true
-      },
-      "color": "#323",
-      "bgcolor": "#535"
+        "Node name for S&R": "VAEDecode"
+      }
     },
     {
-      "id": 135,
+      "id": 143,
       "type": "Reroute",
       "pos": [
-        510,
-        -880
+        140,
+        -1490
       ],
       "size": [
         75,
         26
       ],
-      "flags": {
-        "pinned": true
-      },
-      "order": 66,
+      "flags": {},
+      "order": 30,
       "mode": 0,
       "inputs": [
         {
           "name": "",
           "type": "*",
-          "link": 269,
-          "pos": [
-            37.5,
-            0
-          ]
+          "link": 288
         }
       ],
       "outputs": [
         {
           "name": "",
-          "type": "IMAGE",
-          "links": [],
-          "label": "NO UPSCALE",
+          "type": "VAE",
+          "links": [
+            289
+          ],
           "slot_index": 0
         }
       ],
-      "title": "NO UPSCALE",
       "properties": {
         "showOutputText": false,
-        "horizontal": true,
-        "showTitle": true
-      },
-      "color": "#322",
-      "bgcolor": "#533"
+        "horizontal": false
+      }
     },
     {
-      "id": 140,
+      "id": 144,
       "type": "Reroute",
       "pos": [
-        1150,
-        -1760
+        1730,
+        -1490
       ],
       "size": [
         75,
         26
       ],
-      "flags": {
-        "pinned": true
-      },
-      "order": 49,
+      "flags": {},
+      "order": 34,
       "mode": 0,
       "inputs": [
         {
           "name": "",
           "type": "*",
-          "link": 278
+          "link": 289
         }
       ],
       "outputs": [
         {
           "name": "",
-          "type": "FLOAT",
+          "type": "VAE",
           "links": [
-            277
+            290
           ],
-          "slot_index": 0,
-          "label": "RATIO"
+          "slot_index": 0
         }
       ],
-      "title": "RATIO",
       "properties": {
         "showOutputText": false,
-        "horizontal": false,
-        "showTitle": true
-      },
-      "color": "#232",
-      "bgcolor": "#353"
+        "horizontal": false
+      }
     },
     {
-      "id": 19,
-      "type": "SaveImage",
+      "id": 64,
+      "type": "VAEEncode",
       "pos": [
-        330,
-        -80
+        1229.3221298645367,
+        -1028.8646297312425
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-        "1": 733.1972045898438
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-        "pinned": false
+        "0": 210,
+        "1": 46
       },
-      "order": 75,
+      "flags": {},
+      "order": 42,
       "mode": 0,
       "inputs": [
         {
-          "name": "images",
+          "name": "pixels",
           "type": "IMAGE",
-          "link": 153
+          "link": 176
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 292
         }
       ],
-      "properties": {},
-      "widgets_values": [
-        "ComfyUI"
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            85
+          ],
+          "shape": 3,
+          "slot_index": 0
+        }
       ],
-      "color": "#222",
-      "bgcolor": "#000"
+      "properties": {
+        "Node name for S&R": "VAEEncode"
+      }
     },
     {
-      "id": 45,
-      "type": "PrimitiveNode",
+      "id": 145,
+      "type": "Reroute",
       "pos": [
-        -1280,
-        680
+        -40,
+        -1010
       ],
       "size": [
-        210,
-        82
+        75,
+        26
       ],
-      "flags": {
-        "pinned": false
-      },
-      "order": 24,
+      "flags": {},
+      "order": 31,
       "mode": 0,
+      "inputs": [
+        {
+          "name": "",
+          "type": "*",
+          "link": 291
+        }
+      ],
       "outputs": [
         {
-          "name": "INT",
-          "type": "INT",
+          "name": "",
+          "type": "VAE",
           "links": [
-            38,
-            125
+            292
           ],
-          "widget": {
-            "name": "steps",
-            "config": [
-              "INT",
-              {
-                "default": 20,
-                "min": 1,
-                "max": 10000
-              }
-            ]
-          }
+          "slot_index": 0
         }
       ],
-      "title": "base + refiner steps",
-      "properties": {},
+      "properties": {
+        "showOutputText": false,
+        "horizontal": false
+      }
+    },
+    {
+      "id": 42,
+      "type": "Note",
+      "pos": [
+        -1890,
+        720
+      ],
+      "size": {
+        "0": 260,
+        "1": 210
+      },
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "title": "Note - Empty Latent Image",
+      "properties": {
+        "text": ""
+      },
       "widgets_values": [
-        25,
-        "fixed"
+        "This node sets the image's resolution in Width and Height.\n\nNOTE: For SDXL, it is recommended to use trained values listed below:\n - 1024 x 1024\n - 1152 x 896\n - 896  x 1152\n - 1216 x 832\n - 832  x 1216\n - 1344 x 768\n - 768  x 1344\n - 1536 x 640\n - 640  x 1536"
       ],
-      "color": "#432",
-      "bgcolor": "#653"
+      "color": "#323",
+      "bgcolor": "#535"
     },
     {
-      "id": 47,
-      "type": "PrimitiveNode",
+      "id": 57,
+      "type": "Note",
       "pos": [
-        -1490,
-        680
+        -1450,
+        -590
       ],
       "size": {
         "0": 210,
-        "1": 82
-      },
-      "flags": {
-        "pinned": false,
-        "collapsed": false
+        "1": 102.43721771240234
       },
-      "order": 25,
+      "flags": {},
+      "order": 18,
       "mode": 0,
-      "outputs": [
-        {
-          "name": "INT",
-          "type": "INT",
-          "links": [
-            44,
-            126,
-            283
-          ],
-          "widget": {
-            "name": "end_at_step",
-            "config": [
-              "INT",
-              {
-                "default": 10000,
-                "min": 0,
-                "max": 10000
-              }
-            ]
-          },
-          "slot_index": 0
-        }
-      ],
-      "title": "base steps",
-      "properties": {},
+      "title": "To ENABLE LoRA",
+      "properties": {
+        "text": ""
+      },
       "widgets_values": [
-        20,
-        "fixed"
+        "DO NOT FORGET\n\nto set strength, both model and clip\n\n0 = DISABLE"
       ],
       "color": "#432",
       "bgcolor": "#653"
     },
     {
-      "id": 141,
-      "type": "PrimitiveNode",
+      "id": 86,
+      "type": "ImageScaleBy",
       "pos": [
-        -1070,
-        680
+        1120,
+        -1330
       ],
       "size": {
-        "0": 210,
+        "0": 315,
         "1": 82
       },
-      "flags": {
-        "pinned": false
-      },
-      "order": 26,
+      "flags": {},
+      "order": 41,
       "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 175
+        }
+      ],
       "outputs": [
         {
-          "name": "INT",
-          "type": "INT",
-          "links": [
-            284
-          ],
-          "widget": {
-            "name": "steps",
-            "config": [
-              "INT",
-              {
-                "default": 20,
-                "min": 1,
-                "max": 10000
-              }
-            ]
-          },
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            176
+          ],
+          "shape": 3,
           "slot_index": 0
         }
       ],
-      "title": "upscale steps stops at",
-      "properties": {},
+      "title": "Scale Image By",
+      "properties": {
+        "Node name for S&R": "ImageScaleBy"
+      },
       "widgets_values": [
-        30,
-        "fixed"
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
+        "area",
+        0.447
+      ]
     },
     {
       "id": 66,
@@ -3338,7 +1974,7 @@
         "1": 82
       },
       "flags": {},
-      "order": 27,
+      "order": 19,
       "mode": 0,
       "outputs": [
         {
@@ -3365,226 +2001,128 @@
       "title": "Seed Noise",
       "properties": {},
       "widgets_values": [
-        45371764628172,
+        45371764628186,
         "increment"
       ]
     },
     {
-      "id": 11,
-      "type": "KSamplerAdvanced",
+      "id": 13,
+      "type": "PrimitiveNode",
       "pos": [
-        -329.52779922340403,
-        271.06763695562654
+        -2020,
+        -210
       ],
       "size": {
-        "0": 299.7813415527344,
-        "1": 570.5645751953125
+        "0": 348.41961669921875,
+        "1": 250.73471069335938
       },
       "flags": {
         "pinned": false
       },
-      "order": 62,
+      "order": 20,
       "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 14,
-          "slot_index": 0
-        },
-        {
-          "name": "positive",
-          "type": "CONDITIONING",
-          "link": 23
-        },
-        {
-          "name": "negative",
-          "type": "CONDITIONING",
-          "link": 24
-        },
-        {
-          "name": "latent_image",
-          "type": "LATENT",
-          "link": 13
-        },
-        {
-          "name": "steps",
-          "type": "INT",
-          "link": 38,
-          "widget": {
-            "name": "steps",
-            "config": [
-              "INT",
-              {
-                "default": 20,
-                "min": 1,
-                "max": 10000
-              }
-            ]
-          },
-          "slot_index": 4
-        },
+      "outputs": [
         {
-          "name": "start_at_step",
-          "type": "INT",
-          "link": 44,
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            296,
+            297
+          ],
+          "slot_index": 0,
           "widget": {
-            "name": "start_at_step",
+            "name": "text",
             "config": [
-              "INT",
+              "STRING",
               {
-                "default": 0,
-                "min": 0,
-                "max": 10000
+                "multiline": true
               }
             ]
           }
         }
       ],
-      "outputs": [
+      "title": "Positive Prompt (Text)",
+      "properties": {},
+      "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": 19,
+      "type": "SaveImage",
+      "pos": [
+        330,
+        50
+      ],
+      "size": {
+        "0": 680.335205078125,
+        "1": 733.1972045898438
+      },
+      "flags": {
+        "collapsed": false,
+        "pinned": false
+      },
+      "order": 47,
+      "mode": 0,
+      "inputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [
-            191
-          ],
-          "shape": 3,
-          "slot_index": 0
+          "name": "images",
+          "type": "IMAGE",
+          "link": 300
         }
       ],
-      "title": "KSampler (Advanced) - REFINER",
-      "properties": {
-        "Node name for S&R": "KSamplerAdvanced"
-      },
+      "properties": {},
       "widgets_values": [
-        "disable",
-        0,
-        "fixed",
-        25,
-        8,
-        "euler",
-        "normal",
-        20,
-        10000,
-        "disable"
+        "ComfyUI"
       ],
-      "color": "#223",
-      "bgcolor": "#335"
+      "color": "#222",
+      "bgcolor": "#000"
     },
     {
-      "id": 67,
-      "type": "KSamplerAdvanced",
+      "id": 69,
+      "type": "ImageBlend",
       "pos": [
-        1550.3667678897857,
-        -972.3633150618676
-      ],
-      "size": [
-        344.3999938964844,
-        518
+        470,
+        -110
       ],
+      "size": {
+        "0": 210,
+        "1": 102
+      },
       "flags": {},
-      "order": 70,
+      "order": 21,
       "mode": 0,
       "inputs": [
         {
-          "name": "model",
-          "type": "MODEL",
-          "link": 161
-        },
-        {
-          "name": "positive",
-          "type": "CONDITIONING",
-          "link": 145
-        },
-        {
-          "name": "negative",
-          "type": "CONDITIONING",
-          "link": 148
-        },
-        {
-          "name": "latent_image",
-          "type": "LATENT",
-          "link": 85
-        },
-        {
-          "name": "noise_seed",
-          "type": "INT",
-          "link": 164,
-          "widget": {
-            "name": "noise_seed",
-            "config": [
-              "INT",
-              {
-                "default": 0,
-                "min": 0,
-                "max": 18446744073709552000
-              }
-            ]
-          },
-          "slot_index": 4
-        },
-        {
-          "name": "start_at_step",
-          "type": "INT",
-          "link": 283,
-          "widget": {
-            "name": "start_at_step",
-            "config": [
-              "INT",
-              {
-                "default": 0,
-                "min": 0,
-                "max": 10000
-              }
-            ]
-          }
+          "name": "image1",
+          "type": "IMAGE",
+          "link": null
         },
         {
-          "name": "steps",
-          "type": "INT",
-          "link": 284,
-          "widget": {
-            "name": "steps",
-            "config": [
-              "INT",
-              {
-                "default": 20,
-                "min": 1,
-                "max": 10000
-              }
-            ]
-          }
+          "name": "image2",
+          "type": "IMAGE",
+          "link": null
         }
       ],
       "outputs": [
         {
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [
-            91
-          ],
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [],
           "shape": 3,
           "slot_index": 0
         }
       ],
-      "title": "KSampler (Advanced) - Upscale Mixed Diff.",
+      "title": "ImageBlend (for Contrast)",
       "properties": {
-        "Node name for S&R": "KSamplerAdvanced"
+        "Node name for S&R": "ImageBlend"
       },
       "widgets_values": [
-        "enable",
-        45371764628172,
-        "randomize",
-        30,
-        8,
-        "ddim",
-        "ddim_uniform",
-        20,
-        10000,
-        "disable"
-      ],
-      "color": "#323",
-      "bgcolor": "#535"
+        0.5,
+        "overlay"
+      ]
     }
   ],
   "links": [
@@ -3785,16 +2323,8 @@
       80,
       0,
       67,
-      2,
-      "CONDITIONING"
-    ],
-    [
-      153,
-      69,
-      0,
-      19,
-      0,
-      "IMAGE"
+      2,
+      "CONDITIONING"
     ],
     [
       159,
@@ -3836,22 +2366,6 @@
       4,
       "INT"
     ],
-    [
-      165,
-      74,
-      0,
-      69,
-      0,
-      "IMAGE"
-    ],
-    [
-      166,
-      74,
-      0,
-      69,
-      1,
-      "IMAGE"
-    ],
     [
       175,
       58,
@@ -3877,388 +2391,156 @@
       "*"
     ],
     [
-      186,
-      77,
-      0,
-      90,
+      194,
+      87,
       0,
-      "*"
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       77,
       0,
-      91,
-      0,
       "*"
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     [
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-      91,
-      0,
-      64,
-      1,
-      "VAE"
-    ],
-    [
-      190,
-      92,
-      0,
+      265,
       68,
-      1,
-      "VAE"
-    ],
-    [
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-      11,
       0,
-      93,
+      137,
       0,
       "*"
     ],
     [
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