Run the prompt upsampler on ComfyUI's Generate Text in the workflows

README.md

@@ -151,10 +151,10 @@ NVIDIA Ampere or newer and AMD RDNA3/4.
 | `p-h3-image_lora_text_to_image.json` | Text-to-image with the LoRA on your own MiniMax-H3 |
 | `p-h3-image_lora_edit.json` | Editing with the LoRA on your own MiniMax-H3 |
 
-The pack adds loaders for the model, text encoder and VAE, an Empty Latent node, an Edit node and two prompt upsampler
-nodes, one for text-to-image and one for edits. Sampling uses ComfyUI's ManualSigmas with the 8-step grid, Basic Guider,
-`euler` and Sampler Custom Advanced, with no CFG or negative prompt. The LoRA loads with ComfyUI's Load LoRA (Bypass,
-Model Only).
+The pack adds loaders for the model, text encoder and VAE, an Empty Latent node and an Edit node. Everything else runs
+on ComfyUI's own nodes: the prompt upsampler on Generate Text, and sampling on ManualSigmas with the 8-step grid, Basic
+Guider, `euler` and Sampler Custom Advanced, with no CFG or negative prompt. The LoRA loads with ComfyUI's Load LoRA
+(Bypass, Model Only).
 
 ## Recommended resolutions
 
@@ -172,8 +172,8 @@ Model Only).
 | 16:9 | **3872 × 2176** | 2720 × 1536 |
 | 9:16 | **2176 × 3872** | 1536 × 2720 |
 
-Text-to-image works best at 8 MP. The text-to-image upsampler node returns the 8 MP width and height for the aspect
-ratio you pick. Edits work best at 4 or 8 MP. The Edit node scales `image_1`, the image being edited, up to at least
+Text-to-image works best at 8 MP. In the workflows, Resolution Selector at 8 megapixels and a multiple of 32 gives
+these sizes. Edits work best at 4 or 8 MP. The Edit node scales `image_1`, the image being edited, up to at least
 4 MP and generates the edit at its size, unless `width` and `height` are set. Reference images keep their size between
 1 and 8 MP.
 
@@ -183,14 +183,18 @@ p-h3-image is sensitive to prompting and renders full, specific prompts much bet
 upsampler, based on Qwen3.5-9B, turns a one-line request into that prompt, and all example workflows use it. It thinks
 about the request first and then writes the prompt.
 
-- **p-h3-image Prompt Upsampler.** For text-to-image. Takes the request and an aspect ratio, and returns the prompt for
-  CLIP Text Encode and the 8 MP width and height for p-h3-image Empty Latent.
-- **p-h3-image Edit Prompt Upsampler.** For edits. Takes the request and 1 to 8 images, the image to edit first, and
-  returns the edit prompt for the p-h3-image Edit node. Give the Edit node the same images in the same order.
+It runs on ComfyUI's own nodes, the way FLUX.3 Klein's templates run theirs: Load CLIP (type `minimax`) and Generate
+Text, with greedy decoding, so a request always gives the same prompt.
 
-Load it with Load CLIP, type `minimax`. It runs before p-h3-image, and ComfyUI moves it out of VRAM when p-h3-image
-needs the memory. Its output is cached, so it only runs again when the request or the images change. Decoding is
-greedy, so a request always gives the same prompt. Turn on `sampling` for a different prompt per seed.
+- **Text-to-image.** Format Text turns the request into the upsampler's input, `Aspect ratio: 1:1` and `Request: ...`
+  on two lines, and Generate Text runs with `thinking` on. Keep the aspect ratio the same as in Resolution Selector.
+- **Edits.** Format Text writes the upsampler's input with a `<Picture N>` block for every image, and the images reach
+  Generate Text through Batch Images: `image_1` at 1 MP, the references padded to its size. The result is the edit
+  prompt for the p-h3-image Edit node.
+- **Use prompt upsampler**, an If/Else switch, set to false sends the request to the model as it is.
+
+The upsampler runs before p-h3-image, and ComfyUI moves it out of VRAM when p-h3-image needs the memory. Its output is
+cached, so it only runs again when the request or the images change.
 
 | Upsampler file | Size | Peak VRAM | Time per prompt, L40S |
 |---|:---:|:---:|:---:|
@@ -202,8 +206,9 @@ The w4a8 prompts differ most from bf16. Use the smaller files only when 21 GB do
 
 ## Editing
 
-Connect the image to edit as `image_1` and up to 7 references after it, in the same order on the Edit Prompt Upsampler
-and the Edit node. The request can name the images however you like, such as "the hat from the second photo".
+Connect the image to edit as `image_1` and up to 7 references after it, in the same order in Batch Images and on the
+Edit node, with a `<Picture N>` block in Upsampler input for every image. The request can name the images however you
+like, such as "the hat from the second photo".
 
 <p align="center">
   <img src="assets/multi_image.jpg" width="100%">

workflows/p-h3-image_edit.json

@@ -1,8 +1,8 @@
 {
   "id": "00000000-0000-0000-0000-000000000000",
   "revision": 0,
-  "last_node_id": 16,
-  "last_link_id": 19,
+  "last_node_id": 25,
+  "last_link_id": 34,
   "nodes": [
     {
       "id": 1,
@@ -23,19 +23,19 @@
           "localized_name": "model_name",
           "name": "model_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "model_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "weight_dtype",
           "name": "weight_dtype",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "weight_dtype"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -63,7 +63,11 @@
       "widgets_values": [
         "p-h3-image_bf16.safetensors",
         "default"
-      ]
+      ],
+      "widgets_values_named": {
+        "model_name": "p-h3-image_bf16.safetensors",
+        "weight_dtype": "default"
+      }
     },
     {
       "id": 2,
@@ -84,10 +88,10 @@
           "localized_name": "text_encoder_name",
           "name": "text_encoder_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "text_encoder_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -114,7 +118,10 @@
       },
       "widgets_values": [
         "p-h3-image_text_encoder_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
+      }
     },
     {
       "id": 3,
@@ -135,10 +142,10 @@
           "localized_name": "vae_name",
           "name": "vae_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "vae_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -166,7 +173,10 @@
       },
       "widgets_values": [
         "p-h3-image_vae_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
+      }
     },
     {
       "id": 4,
@@ -187,19 +197,19 @@
           "localized_name": "image",
           "name": "image",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "image"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "choose file to upload",
           "name": "upload",
           "type": "IMAGEUPLOAD",
-          "link": null,
           "widget": {
             "name": "upload"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -209,7 +219,7 @@
           "type": "IMAGE",
           "links": [
             3,
-            16
+            21
           ]
         },
         {
@@ -219,6 +229,7 @@
           "links": null
         }
       ],
+      "title": "image_1 (edited)",
       "properties": {
         "Node name for S&R": "LoadImage",
         "cnr_id": "comfy-core",
@@ -228,7 +239,10 @@
         "example.png",
         "image"
       ],
-      "title": "image_1 (edited)"
+      "widgets_values_named": {
+        "image": "example.png",
+        "upload": "image"
+      }
     },
     {
       "id": 5,
@@ -249,19 +263,19 @@
           "localized_name": "image",
           "name": "image",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "image"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "choose file to upload",
           "name": "upload",
           "type": "IMAGEUPLOAD",
-          "link": null,
           "widget": {
             "name": "upload"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -271,7 +285,7 @@
           "type": "IMAGE",
           "links": [
             4,
-            17
+            23
           ]
         },
         {
@@ -281,6 +295,7 @@
           "links": null
         }
       ],
+      "title": "image_2 (reference)",
       "properties": {
         "Node name for S&R": "LoadImage",
         "cnr_id": "comfy-core",
@@ -290,7 +305,10 @@
         "example.png",
         "image"
       ],
-      "title": "image_2 (reference)"
+      "widgets_values_named": {
+        "image": "example.png",
+        "upload": "image"
+      }
     },
     {
       "id": 6,
@@ -304,7 +322,7 @@
         480
       ],
       "flags": {},
-      "order": 5,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
@@ -320,90 +338,97 @@
           "link": 2
         },
         {
-          "localized_name": "images.image_1",
+          "label": "image_1",
+          "localized_name": "image_1",
           "name": "images.image_1",
           "type": "IMAGE",
-          "link": 3,
-          "label": "image_1"
+          "link": 3
         },
         {
-          "localized_name": "images.image_2",
+          "label": "image_2",
+          "localized_name": "image_2",
           "name": "images.image_2",
+          "shape": 7,
           "type": "IMAGE",
-          "link": 4,
-          "label": "image_2",
-          "shape": 7
+          "link": 4
         },
         {
-          "localized_name": "images.image_3",
+          "label": "image_3",
+          "localized_name": "image_3",
           "name": "images.image_3",
+          "shape": 7,
           "type": "IMAGE",
-          "link": null,
-          "label": "image_3",
-          "shape": 7
+          "link": null
+        },
+        {
+          "localized_name": "image_4",
+          "name": "images.image_4",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
         },
         {
           "localized_name": "prompt",
           "name": "prompt",
           "type": "STRING",
-          "link": 18,
           "widget": {
             "name": "prompt"
-          }
+          },
+          "link": 33
         },
         {
           "localized_name": "image_1_min_megapixels",
           "name": "image_1_min_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "image_1_min_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "min_megapixels",
           "name": "min_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "min_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "max_megapixels",
           "name": "max_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "max_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "width",
           "name": "width",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "width"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "height",
           "name": "height",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "height"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "vision_megapixels",
           "name": "vision_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "vision_megapixels"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -431,13 +456,22 @@
       },
       "widgets_values": [
         "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        4.0,
-        1.0,
-        8.0,
+        4,
+        1,
+        8,
         0,
         0,
-        1.0
-      ]
+        1
+      ],
+      "widgets_values_named": {
+        "prompt": "Put the hat from <Picture 2> on the person in <Picture 1>.",
+        "image_1_min_megapixels": 4,
+        "min_megapixels": 1,
+        "max_megapixels": 8,
+        "width": 0,
+        "height": 0,
+        "vision_megapixels": 1
+      }
     },
     {
       "id": 7,
@@ -451,17 +485,17 @@
         82
       ],
       "flags": {},
-      "order": 6,
+      "order": 5,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sigmas",
           "name": "sigmas",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "sigmas"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -481,7 +515,10 @@
       },
       "widgets_values": [
         "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
-      ]
+      ],
+      "widgets_values_named": {
+        "sigmas": "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
+      }
     },
     {
       "id": 8,
@@ -495,7 +532,7 @@
         46
       ],
       "flags": {},
-      "order": 7,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -525,8 +562,7 @@
         "Node name for S&R": "BasicGuider",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 9,
@@ -540,17 +576,17 @@
         58
       ],
       "flags": {},
-      "order": 8,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sampler_name",
           "name": "sampler_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "sampler_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -570,7 +606,10 @@
       },
       "widgets_values": [
         "euler"
-      ]
+      ],
+      "widgets_values_named": {
+        "sampler_name": "euler"
+      }
     },
     {
       "id": 10,
@@ -584,17 +623,17 @@
         82
       ],
       "flags": {},
-      "order": 9,
+      "order": 7,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "noise_seed",
           "name": "noise_seed",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "noise_seed"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -615,7 +654,11 @@
       "widgets_values": [
         0,
         "randomize"
-      ]
+      ],
+      "widgets_values_named": {
+        "noise_seed": 0,
+        "control_after_generate": "randomize"
+      }
     },
     {
       "id": 11,
@@ -629,7 +672,7 @@
         330
       ],
       "flags": {},
-      "order": 10,
+      "order": 21,
       "mode": 0,
       "inputs": [
         {
@@ -683,8 +726,7 @@
         "Node name for S&R": "SamplerCustomAdvanced",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 12,
@@ -698,7 +740,7 @@
         46
       ],
       "flags": {},
-      "order": 11,
+      "order": 22,
       "mode": 0,
       "inputs": [
         {
@@ -728,8 +770,7 @@
         "Node name for S&R": "VAEDecode",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 13,
@@ -743,7 +784,7 @@
         560
       ],
       "flags": {},
-      "order": 12,
+      "order": 23,
       "mode": 0,
       "inputs": [
         {
@@ -756,13 +797,20 @@
           "localized_name": "filename_prefix",
           "name": "filename_prefix",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "filename_prefix"
-          }
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "images",
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
         }
       ],
-      "outputs": [],
       "properties": {
         "Node name for S&R": "SaveImage",
         "cnr_id": "comfy-core",
@@ -770,7 +818,10 @@
       },
       "widgets_values": [
         "p-h3-image"
-      ]
+      ],
+      "widgets_values_named": {
+        "filename_prefix": "p-h3-image"
+      }
     },
     {
       "id": 14,
@@ -784,35 +835,36 @@
         106
       ],
       "flags": {},
-      "order": 13,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip_name",
           "name": "clip_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "clip_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "type",
           "name": "type",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "type"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "device",
           "name": "device",
+          "shape": 7,
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "device"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -821,10 +873,11 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            15
+            28
           ]
         }
       ],
+      "title": "p-h3-image prompt upsampler",
       "properties": {
         "Node name for S&R": "CLIPLoader",
         "cnr_id": "comfy-core",
@@ -842,201 +895,652 @@
         "minimax",
         "default"
       ],
-      "title": "p-h3-image prompt upsampler"
+      "widgets_values_named": {
+        "clip_name": "p-h3-image_prompt_upsampler_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
+      }
+    },
+    {
+      "id": 16,
+      "type": "PreviewAny",
+      "pos": [
+        1640,
+        700
+      ],
+      "size": [
+        480,
+        360
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "source",
+          "name": "source",
+          "type": "*",
+          "link": 34
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Upsampled prompt",
+      "properties": {
+        "Node name for S&R": "PreviewAny",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
+      },
+      "widgets_values": [],
+      "widgets_values_named": {}
     },
     {
-      "id": 15,
-      "type": "p-h3-image_edit_prompt_upsampler",
+      "id": 17,
+      "type": "PrimitiveStringMultiline",
       "pos": [
         380,
-        100
+        700
       ],
       "size": [
-        420,
-        380
+        400,
+        180
       ],
       "flags": {},
-      "order": 14,
+      "order": 9,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "clip",
-          "name": "clip",
-          "type": "CLIP",
-          "link": 15
-        },
+          "localized_name": "value",
+          "name": "value",
+          "type": "STRING",
+          "widget": {
+            "name": "value"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
         {
-          "localized_name": "images.image_1",
-          "name": "images.image_1",
-          "type": "IMAGE",
-          "link": 16,
-          "label": "image_1"
-        },
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            20,
+            31
+          ]
+        }
+      ],
+      "title": "Request",
+      "properties": {
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "Put the hat from <Picture 2> on the person in <Picture 1>."
+      ],
+      "widgets_values_named": {
+        "value": "Put the hat from <Picture 2> on the person in <Picture 1>."
+      }
+    },
+    {
+      "id": 18,
+      "type": "StringFormat",
+      "pos": [
+        380,
+        920
+      ],
+      "size": [
+        400,
+        240
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
         {
-          "localized_name": "images.image_2",
-          "name": "images.image_2",
-          "type": "IMAGE",
-          "link": 17,
-          "label": "image_2",
-          "shape": 7
+          "localized_name": "a",
+          "name": "values.a",
+          "shape": 7,
+          "type": "*",
+          "link": 20
         },
         {
-          "localized_name": "images.image_3",
-          "name": "images.image_3",
-          "type": "IMAGE",
-          "link": null,
-          "label": "image_3",
-          "shape": 7
+          "localized_name": "b",
+          "name": "values.b",
+          "shape": 7,
+          "type": "*",
+          "link": null
         },
         {
-          "localized_name": "request",
-          "name": "request",
+          "localized_name": "f_string",
+          "name": "f_string",
           "type": "STRING",
-          "link": null,
           "widget": {
-            "name": "request"
-          }
-        },
+            "name": "f_string"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
         {
-          "localized_name": "sampling",
-          "name": "sampling",
-          "type": "BOOLEAN",
-          "link": null,
-          "widget": {
-            "name": "sampling"
-          }
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            30
+          ]
+        }
+      ],
+      "title": "Upsampler input",
+      "properties": {
+        "Node name for S&R": "StringFormat"
+      },
+      "widgets_values": [
+        "<|im_start|>user\n<Picture 1>: <|vision_start|><|image_pad|><|vision_end|><Picture 2>: <|vision_start|><|image_pad|><|vision_end|>Edit <Picture 1>. {a}<|im_end|>\n<|im_start|>assistant\n<think>\n"
+      ],
+      "widgets_values_named": {
+        "f_string": "<|im_start|>user\n<Picture 1>: <|vision_start|><|image_pad|><|vision_end|><Picture 2>: <|vision_start|><|image_pad|><|vision_end|>Edit <Picture 1>. {a}<|im_end|>\n<|im_start|>assistant\n<think>\n"
+      }
+    },
+    {
+      "id": 19,
+      "type": "ImageScaleToTotalPixels",
+      "pos": [
+        820,
+        700
+      ],
+      "size": [
+        300,
+        110
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 21
         },
         {
-          "localized_name": "seed",
-          "name": "seed",
-          "type": "INT",
-          "link": null,
+          "localized_name": "upscale_method",
+          "name": "upscale_method",
+          "type": "COMBO",
           "widget": {
-            "name": "seed"
-          }
+            "name": "upscale_method"
+          },
+          "link": null
         },
         {
-          "localized_name": "retries",
-          "name": "retries",
-          "type": "INT",
-          "link": null,
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
           "widget": {
-            "name": "retries"
-          }
+            "name": "megapixels"
+          },
+          "link": null
         },
         {
-          "localized_name": "max_new_tokens",
-          "name": "max_new_tokens",
+          "localized_name": "resolution_steps",
+          "name": "resolution_steps",
           "type": "INT",
-          "link": null,
           "widget": {
-            "name": "max_new_tokens"
-          }
+            "name": "resolution_steps"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "prompt",
-          "name": "prompt",
-          "type": "STRING",
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            18,
-            19
+            22,
+            26
           ]
-        },
-        {
-          "localized_name": "thinking",
-          "name": "thinking",
-          "type": "STRING",
-          "links": []
         }
       ],
+      "title": "image_1 at 1 MP",
       "properties": {
-        "Node name for S&R": "p-h3-image_edit_prompt_upsampler",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
+        "Node name for S&R": "ImageScaleToTotalPixels"
       },
       "widgets_values": [
-        "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        false,
-        0,
-        "fixed",
-        2,
-        1536
-      ]
+        "lanczos",
+        1,
+        1
+      ],
+      "widgets_values_named": {
+        "upscale_method": "lanczos",
+        "megapixels": 1,
+        "resolution_steps": 1
+      }
     },
     {
-      "id": 16,
-      "type": "PreviewAny",
+      "id": 20,
+      "type": "GetImageSize",
       "pos": [
-        860,
-        620
+        820,
+        850
       ],
       "size": [
-        420,
-        360
+        220,
+        90
       ],
       "flags": {},
-      "order": 15,
+      "order": 13,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "source",
-          "name": "source",
-          "type": "*",
-          "link": 19
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 22
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
-          "type": "STRING",
-          "links": []
+          "localized_name": "width",
+          "name": "width",
+          "type": "INT",
+          "links": [
+            24
+          ]
+        },
+        {
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
+          "links": [
+            25
+          ]
+        },
+        {
+          "localized_name": "batch_size",
+          "name": "batch_size",
+          "type": "INT",
+          "links": null
         }
       ],
       "properties": {
-        "Node name for S&R": "PreviewAny",
-        "cnr_id": "comfy-core",
-        "ver": "0.43.0"
-      },
-      "widgets_values": [],
-      "title": "Upsampled prompt"
-    }
-  ],
-  "links": [
-    [
-      1,
-      2,
-      0,
-      6,
-      0,
-      "CLIP"
-    ],
-    [
-      2,
-      3,
-      0,
-      6,
-      1,
-      "VAE"
-    ],
-    [
-      3,
-      4,
-      0,
-      6,
-      2,
-      "IMAGE"
-    ],
-    [
-      4,
-      5,
-      0,
-      6,
-      3,
-      "IMAGE"
-    ],
+        "Node name for S&R": "GetImageSize"
+      }
+    },
+    {
+      "id": 21,
+      "type": "ResizeAndPadImage",
+      "pos": [
+        820,
+        980
+      ],
+      "size": [
+        300,
+        170
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 23
+        },
+        {
+          "localized_name": "target_width",
+          "name": "target_width",
+          "type": "INT",
+          "widget": {
+            "name": "target_width"
+          },
+          "link": 24
+        },
+        {
+          "localized_name": "target_height",
+          "name": "target_height",
+          "type": "INT",
+          "widget": {
+            "name": "target_height"
+          },
+          "link": 25
+        },
+        {
+          "localized_name": "padding_color",
+          "name": "padding_color",
+          "type": "COMBO",
+          "widget": {
+            "name": "padding_color"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "interpolation",
+          "name": "interpolation",
+          "type": "COMBO",
+          "widget": {
+            "name": "interpolation"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            27
+          ]
+        }
+      ],
+      "title": "image_2 padded to image_1",
+      "properties": {
+        "Node name for S&R": "ResizeAndPadImage"
+      },
+      "widgets_values": [
+        512,
+        512,
+        "white",
+        "lanczos"
+      ],
+      "widgets_values_named": {
+        "target_width": 512,
+        "target_height": 512,
+        "padding_color": "white",
+        "interpolation": "lanczos"
+      }
+    },
+    {
+      "id": 22,
+      "type": "BatchImagesNode",
+      "pos": [
+        820,
+        1190
+      ],
+      "size": [
+        220,
+        70
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image0",
+          "name": "images.image0",
+          "type": "IMAGE",
+          "link": 26
+        },
+        {
+          "localized_name": "image1",
+          "name": "images.image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 27
+        },
+        {
+          "localized_name": "image2",
+          "name": "images.image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            29
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "BatchImagesNode"
+      }
+    },
+    {
+      "id": 23,
+      "type": "TextGenerate",
+      "pos": [
+        1180,
+        700
+      ],
+      "size": [
+        400,
+        288
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "clip",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 28
+        },
+        {
+          "localized_name": "image",
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 29
+        },
+        {
+          "localized_name": "video",
+          "name": "video",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "audio",
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
+        },
+        {
+          "localized_name": "system_prompt",
+          "name": "system_prompt",
+          "shape": 7,
+          "type": "STRING",
+          "link": null
+        },
+        {
+          "localized_name": "prompt",
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 30
+        },
+        {
+          "localized_name": "max_length",
+          "name": "max_length",
+          "type": "INT",
+          "widget": {
+            "name": "max_length"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "Sampling Mode",
+          "name": "sampling_mode",
+          "type": "COMFY_DYNAMICCOMBO_V3",
+          "widget": {
+            "name": "sampling_mode"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "thinking",
+          "name": "thinking",
+          "shape": 7,
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "thinking"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "use_default_template",
+          "name": "use_default_template",
+          "shape": 7,
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "use_default_template"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "mtp",
+          "name": "mtp",
+          "shape": 7,
+          "type": "COMBO",
+          "widget": {
+            "name": "mtp"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "generated_text",
+          "name": "generated_text",
+          "type": "STRING",
+          "links": [
+            32
+          ]
+        },
+        {
+          "localized_name": "thinking",
+          "name": "thinking",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "title": "Prompt upsampler",
+      "properties": {
+        "Node name for S&R": "TextGenerate"
+      },
+      "widgets_values": [
+        "",
+        3072,
+        "off",
+        false,
+        true,
+        "auto"
+      ],
+      "widgets_values_named": {
+        "prompt": "",
+        "max_length": 3072,
+        "sampling_mode": "off",
+        "thinking": false,
+        "use_default_template": true,
+        "mtp": "auto"
+      }
+    },
+    {
+      "id": 24,
+      "type": "ComfySwitchNode",
+      "pos": [
+        1180,
+        1030
+      ],
+      "size": [
+        300,
+        80
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "on_false",
+          "name": "on_false",
+          "shape": 7,
+          "type": "STRING",
+          "link": 31
+        },
+        {
+          "localized_name": "on_true",
+          "name": "on_true",
+          "shape": 7,
+          "type": "STRING",
+          "link": 32
+        },
+        {
+          "localized_name": "switch",
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "output",
+          "name": "output",
+          "type": "STRING",
+          "links": [
+            33,
+            34
+          ]
+        }
+      ],
+      "title": "Use prompt upsampler",
+      "properties": {
+        "Node name for S&R": "ComfySwitchNode"
+      },
+      "widgets_values": [
+        true
+      ],
+      "widgets_values_named": {
+        "switch": true
+      }
+    },
+    {
+      "id": 25,
+      "type": "MarkdownNote",
+      "pos": [
+        380,
+        1200
+      ],
+      "size": [
+        400,
+        260
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompt upsampler",
+      "properties": {},
+      "widgets_values": [
+        "**Prompt upsampler.** Type a short edit request in **Request**, with `<Picture 1>` for the image to edit and `<Picture 2>` for the reference. The upsampler (Generate Text) sees both images and turns the request into an edit brief, shown in the preview.\n\nFor another number of images, add or remove a `<Picture N>: <|vision_start|><|image_pad|><|vision_end|>` block in **Upsampler input** and the image in **Batch Images**, padded to image_1's size.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      ],
+      "widgets_values_named": {
+        "text": "**Prompt upsampler.** Type a short edit request in **Request**, with `<Picture 1>` for the image to edit and `<Picture 2>` for the reference. The upsampler (Generate Text) sees both images and turns the request into an edit brief, shown in the preview.\n\nFor another number of images, add or remove a `<Picture N>: <|vision_start|><|image_pad|><|vision_end|>` block in **Upsampler input** and the image in **Batch Images**, padded to image_1's size.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      },
+      "color": "#432",
+      "bgcolor": "#653"
+    }
+  ],
+  "links": [
     [
       5,
       1,
@@ -1118,40 +1622,152 @@
       "IMAGE"
     ],
     [
-      15,
-      14,
+      1,
+      2,
       0,
-      15,
+      6,
       0,
       "CLIP"
     ],
     [
-      16,
-      4,
+      2,
+      3,
       0,
-      15,
+      6,
       1,
+      "VAE"
+    ],
+    [
+      3,
+      4,
+      0,
+      6,
+      2,
+      "IMAGE"
+    ],
+    [
+      4,
+      5,
+      0,
+      6,
+      3,
       "IMAGE"
     ],
     [
+      20,
       17,
+      0,
+      18,
+      0,
+      "STRING"
+    ],
+    [
+      21,
+      4,
+      0,
+      19,
+      0,
+      "IMAGE"
+    ],
+    [
+      22,
+      19,
+      0,
+      20,
+      0,
+      "IMAGE"
+    ],
+    [
+      23,
       5,
       0,
-      15,
+      21,
+      0,
+      "IMAGE"
+    ],
+    [
+      24,
+      20,
+      0,
+      21,
+      1,
+      "INT"
+    ],
+    [
+      25,
+      20,
+      1,
+      21,
       2,
+      "INT"
+    ],
+    [
+      26,
+      19,
+      0,
+      22,
+      0,
+      "IMAGE"
+    ],
+    [
+      27,
+      21,
+      0,
+      22,
+      1,
+      "IMAGE"
+    ],
+    [
+      28,
+      14,
+      0,
+      23,
+      0,
+      "CLIP"
+    ],
+    [
+      29,
+      22,
+      0,
+      23,
+      1,
       "IMAGE"
     ],
     [
+      30,
       18,
-      15,
       0,
-      6,
+      23,
       5,
       "STRING"
     ],
     [
-      19,
-      15,
+      31,
+      17,
+      0,
+      24,
+      0,
+      "STRING"
+    ],
+    [
+      32,
+      23,
+      0,
+      24,
+      1,
+      "STRING"
+    ],
+    [
+      33,
+      24,
+      0,
+      6,
+      6,
+      "STRING"
+    ],
+    [
+      34,
+      24,
       0,
       16,
       0,
@@ -1162,10 +1778,10 @@
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.8,
+      "scale": 0.6,
       "offset": [
-        0,
-        0
+        40,
+        40
       ]
     }
   },

workflows/p-h3-image_lora_edit.json

@@ -1,8 +1,8 @@
 {
   "id": "00000000-0000-0000-0000-000000000000",
   "revision": 0,
-  "last_node_id": 18,
-  "last_link_id": 21,
+  "last_node_id": 27,
+  "last_link_id": 36,
   "nodes": [
     {
       "id": 1,
@@ -23,19 +23,19 @@
           "localized_name": "unet_name",
           "name": "unet_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "unet_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "weight_dtype",
           "name": "weight_dtype",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "weight_dtype"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -63,7 +63,11 @@
       "widgets_values": [
         "minimax_h3_fl2va_bf16.safetensors",
         "default"
-      ]
+      ],
+      "widgets_values_named": {
+        "unet_name": "minimax_h3_fl2va_bf16.safetensors",
+        "weight_dtype": "default"
+      }
     },
     {
       "id": 2,
@@ -77,17 +81,17 @@
         58
       ],
       "flags": {},
-      "order": 3,
+      "order": 1,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "text_encoder_name",
           "name": "text_encoder_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "text_encoder_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -114,7 +118,10 @@
       },
       "widgets_values": [
         "p-h3-image_text_encoder_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
+      }
     },
     {
       "id": 3,
@@ -128,17 +135,17 @@
         58
       ],
       "flags": {},
-      "order": 4,
+      "order": 2,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "vae_name",
           "name": "vae_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "vae_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -166,7 +173,10 @@
       },
       "widgets_values": [
         "p-h3-image_vae_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
+      }
     },
     {
       "id": 4,
@@ -180,26 +190,26 @@
         360
       ],
       "flags": {},
-      "order": 5,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "image",
           "name": "image",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "image"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "choose file to upload",
           "name": "upload",
           "type": "IMAGEUPLOAD",
-          "link": null,
           "widget": {
             "name": "upload"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -209,7 +219,7 @@
           "type": "IMAGE",
           "links": [
             3,
-            18
+            23
           ]
         },
         {
@@ -219,6 +229,7 @@
           "links": null
         }
       ],
+      "title": "image_1 (edited)",
       "properties": {
         "Node name for S&R": "LoadImage",
         "cnr_id": "comfy-core",
@@ -228,7 +239,10 @@
         "example.png",
         "image"
       ],
-      "title": "image_1 (edited)"
+      "widgets_values_named": {
+        "image": "example.png",
+        "upload": "image"
+      }
     },
     {
       "id": 5,
@@ -242,26 +256,26 @@
         360
       ],
       "flags": {},
-      "order": 6,
+      "order": 4,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "image",
           "name": "image",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "image"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "choose file to upload",
           "name": "upload",
           "type": "IMAGEUPLOAD",
-          "link": null,
           "widget": {
             "name": "upload"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -271,7 +285,7 @@
           "type": "IMAGE",
           "links": [
             4,
-            19
+            25
           ]
         },
         {
@@ -281,6 +295,7 @@
           "links": null
         }
       ],
+      "title": "image_2 (reference)",
       "properties": {
         "Node name for S&R": "LoadImage",
         "cnr_id": "comfy-core",
@@ -290,7 +305,10 @@
         "example.png",
         "image"
       ],
-      "title": "image_2 (reference)"
+      "widgets_values_named": {
+        "image": "example.png",
+        "upload": "image"
+      }
     },
     {
       "id": 6,
@@ -304,7 +322,7 @@
         480
       ],
       "flags": {},
-      "order": 7,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -320,90 +338,97 @@
           "link": 2
         },
         {
-          "localized_name": "images.image_1",
+          "label": "image_1",
+          "localized_name": "image_1",
           "name": "images.image_1",
           "type": "IMAGE",
-          "link": 3,
-          "label": "image_1"
+          "link": 3
         },
         {
-          "localized_name": "images.image_2",
+          "label": "image_2",
+          "localized_name": "image_2",
           "name": "images.image_2",
+          "shape": 7,
           "type": "IMAGE",
-          "link": 4,
-          "label": "image_2",
-          "shape": 7
+          "link": 4
         },
         {
-          "localized_name": "images.image_3",
+          "label": "image_3",
+          "localized_name": "image_3",
           "name": "images.image_3",
+          "shape": 7,
           "type": "IMAGE",
-          "link": null,
-          "label": "image_3",
-          "shape": 7
+          "link": null
+        },
+        {
+          "localized_name": "image_4",
+          "name": "images.image_4",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
         },
         {
           "localized_name": "prompt",
           "name": "prompt",
           "type": "STRING",
-          "link": 20,
           "widget": {
             "name": "prompt"
-          }
+          },
+          "link": 35
         },
         {
           "localized_name": "image_1_min_megapixels",
           "name": "image_1_min_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "image_1_min_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "min_megapixels",
           "name": "min_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "min_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "max_megapixels",
           "name": "max_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "max_megapixels"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "width",
           "name": "width",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "width"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "height",
           "name": "height",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "height"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "vision_megapixels",
           "name": "vision_megapixels",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "vision_megapixels"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -431,13 +456,22 @@
       },
       "widgets_values": [
         "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        4.0,
-        1.0,
-        8.0,
+        4,
+        1,
+        8,
         0,
         0,
-        1.0
-      ]
+        1
+      ],
+      "widgets_values_named": {
+        "prompt": "Put the hat from <Picture 2> on the person in <Picture 1>.",
+        "image_1_min_megapixels": 4,
+        "min_megapixels": 1,
+        "max_megapixels": 8,
+        "width": 0,
+        "height": 0,
+        "vision_megapixels": 1
+      }
     },
     {
       "id": 7,
@@ -451,17 +485,17 @@
         82
       ],
       "flags": {},
-      "order": 8,
+      "order": 5,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sigmas",
           "name": "sigmas",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "sigmas"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -481,7 +515,10 @@
       },
       "widgets_values": [
         "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
-      ]
+      ],
+      "widgets_values_named": {
+        "sigmas": "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
+      }
     },
     {
       "id": 8,
@@ -495,7 +532,7 @@
         46
       ],
       "flags": {},
-      "order": 9,
+      "order": 22,
       "mode": 0,
       "inputs": [
         {
@@ -525,8 +562,7 @@
         "Node name for S&R": "BasicGuider",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 9,
@@ -540,17 +576,17 @@
         58
       ],
       "flags": {},
-      "order": 10,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sampler_name",
           "name": "sampler_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "sampler_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -570,7 +606,10 @@
       },
       "widgets_values": [
         "euler"
-      ]
+      ],
+      "widgets_values_named": {
+        "sampler_name": "euler"
+      }
     },
     {
       "id": 10,
@@ -584,17 +623,17 @@
         82
       ],
       "flags": {},
-      "order": 11,
+      "order": 7,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "noise_seed",
           "name": "noise_seed",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "noise_seed"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -615,7 +654,11 @@
       "widgets_values": [
         0,
         "randomize"
-      ]
+      ],
+      "widgets_values_named": {
+        "noise_seed": 0,
+        "control_after_generate": "randomize"
+      }
     },
     {
       "id": 11,
@@ -629,7 +672,7 @@
         330
       ],
       "flags": {},
-      "order": 12,
+      "order": 23,
       "mode": 0,
       "inputs": [
         {
@@ -683,8 +726,7 @@
         "Node name for S&R": "SamplerCustomAdvanced",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 12,
@@ -698,7 +740,7 @@
         46
       ],
       "flags": {},
-      "order": 13,
+      "order": 24,
       "mode": 0,
       "inputs": [
         {
@@ -728,8 +770,7 @@
         "Node name for S&R": "VAEDecode",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 13,
@@ -743,7 +784,7 @@
         560
       ],
       "flags": {},
-      "order": 14,
+      "order": 25,
       "mode": 0,
       "inputs": [
         {
@@ -756,13 +797,20 @@
           "localized_name": "filename_prefix",
           "name": "filename_prefix",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "filename_prefix"
-          }
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "images",
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
         }
       ],
-      "outputs": [],
       "properties": {
         "Node name for S&R": "SaveImage",
         "cnr_id": "comfy-core",
@@ -770,7 +818,10 @@
       },
       "widgets_values": [
         "p-h3-image"
-      ]
+      ],
+      "widgets_values_named": {
+        "filename_prefix": "p-h3-image"
+      }
     },
     {
       "id": 14,
@@ -780,11 +831,11 @@
         220
       ],
       "size": [
-        320,
+        365.1333984375,
         82
       ],
       "flags": {},
-      "order": 1,
+      "order": 11,
       "mode": 0,
       "inputs": [
         {
@@ -797,19 +848,19 @@
           "localized_name": "lora_name",
           "name": "lora_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "lora_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "strength_model",
           "name": "strength_model",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "strength_model"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -836,8 +887,12 @@
       },
       "widgets_values": [
         "p-h3-image_lora_bf16.safetensors",
-        1.0
-      ]
+        1
+      ],
+      "widgets_values_named": {
+        "lora_name": "p-h3-image_lora_bf16.safetensors",
+        "strength_model": 1
+      }
     },
     {
       "id": 15,
@@ -851,7 +906,7 @@
         82
       ],
       "flags": {},
-      "order": 2,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
@@ -864,19 +919,19 @@
           "localized_name": "shift_video",
           "name": "shift_video",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "shift_video"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "shift_audio",
           "name": "shift_audio",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "shift_audio"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -895,9 +950,13 @@
         "ver": "0.43.0"
       },
       "widgets_values": [
-        1.0,
-        1.0
-      ]
+        1,
+        1
+      ],
+      "widgets_values_named": {
+        "shift_video": 1,
+        "shift_audio": 1
+      }
     },
     {
       "id": 16,
@@ -911,35 +970,36 @@
         106
       ],
       "flags": {},
-      "order": 15,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip_name",
           "name": "clip_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "clip_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "type",
           "name": "type",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "type"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "device",
           "name": "device",
+          "shape": 7,
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "device"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -948,10 +1008,11 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            17
+            30
           ]
         }
       ],
+      "title": "p-h3-image prompt upsampler",
       "properties": {
         "Node name for S&R": "CLIPLoader",
         "cnr_id": "comfy-core",
@@ -969,201 +1030,652 @@
         "minimax",
         "default"
       ],
-      "title": "p-h3-image prompt upsampler"
+      "widgets_values_named": {
+        "clip_name": "p-h3-image_prompt_upsampler_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
+      }
+    },
+    {
+      "id": 18,
+      "type": "PreviewAny",
+      "pos": [
+        1640,
+        700
+      ],
+      "size": [
+        480,
+        360
+      ],
+      "flags": {},
+      "order": 21,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "source",
+          "name": "source",
+          "type": "*",
+          "link": 36
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Upsampled prompt",
+      "properties": {
+        "Node name for S&R": "PreviewAny",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
+      },
+      "widgets_values": [],
+      "widgets_values_named": {}
     },
     {
-      "id": 17,
-      "type": "p-h3-image_edit_prompt_upsampler",
+      "id": 19,
+      "type": "PrimitiveStringMultiline",
       "pos": [
         380,
-        100
+        700
       ],
       "size": [
-        420,
-        380
+        400,
+        180
       ],
       "flags": {},
-      "order": 16,
+      "order": 9,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "clip",
-          "name": "clip",
-          "type": "CLIP",
-          "link": 17
-        },
+          "localized_name": "value",
+          "name": "value",
+          "type": "STRING",
+          "widget": {
+            "name": "value"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
         {
-          "localized_name": "images.image_1",
-          "name": "images.image_1",
-          "type": "IMAGE",
-          "link": 18,
-          "label": "image_1"
-        },
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            22,
+            33
+          ]
+        }
+      ],
+      "title": "Request",
+      "properties": {
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "Put the hat from <Picture 2> on the person in <Picture 1>."
+      ],
+      "widgets_values_named": {
+        "value": "Put the hat from <Picture 2> on the person in <Picture 1>."
+      }
+    },
+    {
+      "id": 20,
+      "type": "StringFormat",
+      "pos": [
+        380,
+        920
+      ],
+      "size": [
+        400,
+        240
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
         {
-          "localized_name": "images.image_2",
-          "name": "images.image_2",
-          "type": "IMAGE",
-          "link": 19,
-          "label": "image_2",
-          "shape": 7
+          "localized_name": "a",
+          "name": "values.a",
+          "shape": 7,
+          "type": "*",
+          "link": 22
         },
         {
-          "localized_name": "images.image_3",
-          "name": "images.image_3",
-          "type": "IMAGE",
-          "link": null,
-          "label": "image_3",
-          "shape": 7
+          "localized_name": "b",
+          "name": "values.b",
+          "shape": 7,
+          "type": "*",
+          "link": null
         },
         {
-          "localized_name": "request",
-          "name": "request",
+          "localized_name": "f_string",
+          "name": "f_string",
           "type": "STRING",
-          "link": null,
           "widget": {
-            "name": "request"
-          }
-        },
+            "name": "f_string"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
         {
-          "localized_name": "sampling",
-          "name": "sampling",
-          "type": "BOOLEAN",
-          "link": null,
-          "widget": {
-            "name": "sampling"
-          }
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            32
+          ]
+        }
+      ],
+      "title": "Upsampler input",
+      "properties": {
+        "Node name for S&R": "StringFormat"
+      },
+      "widgets_values": [
+        "<|im_start|>user\n<Picture 1>: <|vision_start|><|image_pad|><|vision_end|><Picture 2>: <|vision_start|><|image_pad|><|vision_end|>Edit <Picture 1>. {a}<|im_end|>\n<|im_start|>assistant\n<think>\n"
+      ],
+      "widgets_values_named": {
+        "f_string": "<|im_start|>user\n<Picture 1>: <|vision_start|><|image_pad|><|vision_end|><Picture 2>: <|vision_start|><|image_pad|><|vision_end|>Edit <Picture 1>. {a}<|im_end|>\n<|im_start|>assistant\n<think>\n"
+      }
+    },
+    {
+      "id": 21,
+      "type": "ImageScaleToTotalPixels",
+      "pos": [
+        820,
+        700
+      ],
+      "size": [
+        300,
+        110
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 23
         },
         {
-          "localized_name": "seed",
-          "name": "seed",
-          "type": "INT",
-          "link": null,
+          "localized_name": "upscale_method",
+          "name": "upscale_method",
+          "type": "COMBO",
           "widget": {
-            "name": "seed"
-          }
+            "name": "upscale_method"
+          },
+          "link": null
         },
         {
-          "localized_name": "retries",
-          "name": "retries",
-          "type": "INT",
-          "link": null,
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
           "widget": {
-            "name": "retries"
-          }
+            "name": "megapixels"
+          },
+          "link": null
         },
         {
-          "localized_name": "max_new_tokens",
-          "name": "max_new_tokens",
+          "localized_name": "resolution_steps",
+          "name": "resolution_steps",
           "type": "INT",
-          "link": null,
           "widget": {
-            "name": "max_new_tokens"
-          }
+            "name": "resolution_steps"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "prompt",
-          "name": "prompt",
-          "type": "STRING",
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            20,
-            21
+            24,
+            28
           ]
-        },
-        {
-          "localized_name": "thinking",
-          "name": "thinking",
-          "type": "STRING",
-          "links": []
         }
       ],
+      "title": "image_1 at 1 MP",
       "properties": {
-        "Node name for S&R": "p-h3-image_edit_prompt_upsampler",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
+        "Node name for S&R": "ImageScaleToTotalPixels"
       },
       "widgets_values": [
-        "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        false,
-        0,
-        "fixed",
-        2,
-        1536
-      ]
+        "lanczos",
+        1,
+        1
+      ],
+      "widgets_values_named": {
+        "upscale_method": "lanczos",
+        "megapixels": 1,
+        "resolution_steps": 1
+      }
     },
     {
-      "id": 18,
-      "type": "PreviewAny",
+      "id": 22,
+      "type": "GetImageSize",
       "pos": [
-        860,
-        620
+        820,
+        850
       ],
       "size": [
-        420,
-        360
+        220,
+        90
       ],
       "flags": {},
-      "order": 17,
+      "order": 15,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "source",
-          "name": "source",
-          "type": "*",
-          "link": 21
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 24
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
-          "type": "STRING",
-          "links": []
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "PreviewAny",
-        "cnr_id": "comfy-core",
-        "ver": "0.43.0"
-      },
-      "widgets_values": [],
-      "title": "Upsampled prompt"
-    }
-  ],
-  "links": [
-    [
-      1,
-      2,
-      0,
-      6,
-      0,
-      "CLIP"
-    ],
-    [
-      2,
-      3,
-      0,
-      6,
-      1,
-      "VAE"
-    ],
-    [
-      3,
-      4,
-      0,
-      6,
-      2,
-      "IMAGE"
-    ],
-    [
-      4,
-      5,
-      0,
-      6,
-      3,
-      "IMAGE"
-    ],
+          "localized_name": "width",
+          "name": "width",
+          "type": "INT",
+          "links": [
+            26
+          ]
+        },
+        {
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
+          "links": [
+            27
+          ]
+        },
+        {
+          "localized_name": "batch_size",
+          "name": "batch_size",
+          "type": "INT",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "GetImageSize"
+      }
+    },
+    {
+      "id": 23,
+      "type": "ResizeAndPadImage",
+      "pos": [
+        820,
+        980
+      ],
+      "size": [
+        300,
+        170
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 25
+        },
+        {
+          "localized_name": "target_width",
+          "name": "target_width",
+          "type": "INT",
+          "widget": {
+            "name": "target_width"
+          },
+          "link": 26
+        },
+        {
+          "localized_name": "target_height",
+          "name": "target_height",
+          "type": "INT",
+          "widget": {
+            "name": "target_height"
+          },
+          "link": 27
+        },
+        {
+          "localized_name": "padding_color",
+          "name": "padding_color",
+          "type": "COMBO",
+          "widget": {
+            "name": "padding_color"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "interpolation",
+          "name": "interpolation",
+          "type": "COMBO",
+          "widget": {
+            "name": "interpolation"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            29
+          ]
+        }
+      ],
+      "title": "image_2 padded to image_1",
+      "properties": {
+        "Node name for S&R": "ResizeAndPadImage"
+      },
+      "widgets_values": [
+        512,
+        512,
+        "white",
+        "lanczos"
+      ],
+      "widgets_values_named": {
+        "target_width": 512,
+        "target_height": 512,
+        "padding_color": "white",
+        "interpolation": "lanczos"
+      }
+    },
+    {
+      "id": 24,
+      "type": "BatchImagesNode",
+      "pos": [
+        820,
+        1190
+      ],
+      "size": [
+        220,
+        70
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image0",
+          "name": "images.image0",
+          "type": "IMAGE",
+          "link": 28
+        },
+        {
+          "localized_name": "image1",
+          "name": "images.image1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 29
+        },
+        {
+          "localized_name": "image2",
+          "name": "images.image2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            31
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "BatchImagesNode"
+      }
+    },
+    {
+      "id": 25,
+      "type": "TextGenerate",
+      "pos": [
+        1180,
+        700
+      ],
+      "size": [
+        400,
+        288
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "clip",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 30
+        },
+        {
+          "localized_name": "image",
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 31
+        },
+        {
+          "localized_name": "video",
+          "name": "video",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "audio",
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
+        },
+        {
+          "localized_name": "system_prompt",
+          "name": "system_prompt",
+          "shape": 7,
+          "type": "STRING",
+          "link": null
+        },
+        {
+          "localized_name": "prompt",
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 32
+        },
+        {
+          "localized_name": "max_length",
+          "name": "max_length",
+          "type": "INT",
+          "widget": {
+            "name": "max_length"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "Sampling Mode",
+          "name": "sampling_mode",
+          "type": "COMFY_DYNAMICCOMBO_V3",
+          "widget": {
+            "name": "sampling_mode"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "thinking",
+          "name": "thinking",
+          "shape": 7,
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "thinking"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "use_default_template",
+          "name": "use_default_template",
+          "shape": 7,
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "use_default_template"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "mtp",
+          "name": "mtp",
+          "shape": 7,
+          "type": "COMBO",
+          "widget": {
+            "name": "mtp"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "generated_text",
+          "name": "generated_text",
+          "type": "STRING",
+          "links": [
+            34
+          ]
+        },
+        {
+          "localized_name": "thinking",
+          "name": "thinking",
+          "type": "STRING",
+          "links": null
+        }
+      ],
+      "title": "Prompt upsampler",
+      "properties": {
+        "Node name for S&R": "TextGenerate"
+      },
+      "widgets_values": [
+        "",
+        3072,
+        "off",
+        false,
+        true,
+        "auto"
+      ],
+      "widgets_values_named": {
+        "prompt": "",
+        "max_length": 3072,
+        "sampling_mode": "off",
+        "thinking": false,
+        "use_default_template": true,
+        "mtp": "auto"
+      }
+    },
+    {
+      "id": 26,
+      "type": "ComfySwitchNode",
+      "pos": [
+        1180,
+        1030
+      ],
+      "size": [
+        300,
+        80
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "on_false",
+          "name": "on_false",
+          "shape": 7,
+          "type": "STRING",
+          "link": 33
+        },
+        {
+          "localized_name": "on_true",
+          "name": "on_true",
+          "shape": 7,
+          "type": "STRING",
+          "link": 34
+        },
+        {
+          "localized_name": "switch",
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "output",
+          "name": "output",
+          "type": "STRING",
+          "links": [
+            35,
+            36
+          ]
+        }
+      ],
+      "title": "Use prompt upsampler",
+      "properties": {
+        "Node name for S&R": "ComfySwitchNode"
+      },
+      "widgets_values": [
+        true
+      ],
+      "widgets_values_named": {
+        "switch": true
+      }
+    },
+    {
+      "id": 27,
+      "type": "MarkdownNote",
+      "pos": [
+        380,
+        1200
+      ],
+      "size": [
+        400,
+        260
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompt upsampler",
+      "properties": {},
+      "widgets_values": [
+        "**Prompt upsampler.** Type a short edit request in **Request**, with `<Picture 1>` for the image to edit and `<Picture 2>` for the reference. The upsampler (Generate Text) sees both images and turns the request into an edit brief, shown in the preview.\n\nFor another number of images, add or remove a `<Picture N>: <|vision_start|><|image_pad|><|vision_end|>` block in **Upsampler input** and the image in **Batch Images**, padded to image_1's size.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      ],
+      "widgets_values_named": {
+        "text": "**Prompt upsampler.** Type a short edit request in **Request**, with `<Picture 1>` for the image to edit and `<Picture 2>` for the reference. The upsampler (Generate Text) sees both images and turns the request into an edit brief, shown in the preview.\n\nFor another number of images, add or remove a `<Picture N>: <|vision_start|><|image_pad|><|vision_end|>` block in **Upsampler input** and the image in **Batch Images**, padded to image_1's size.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      },
+      "color": "#432",
+      "bgcolor": "#653"
+    }
+  ],
+  "links": [
     [
       5,
       15,
@@ -1261,40 +1773,152 @@
       "MODEL"
     ],
     [
-      17,
-      16,
+      1,
+      2,
       0,
-      17,
+      6,
       0,
       "CLIP"
     ],
     [
-      18,
-      4,
+      2,
+      3,
       0,
-      17,
+      6,
       1,
+      "VAE"
+    ],
+    [
+      3,
+      4,
+      0,
+      6,
+      2,
+      "IMAGE"
+    ],
+    [
+      4,
+      5,
+      0,
+      6,
+      3,
       "IMAGE"
     ],
     [
+      22,
       19,
+      0,
+      20,
+      0,
+      "STRING"
+    ],
+    [
+      23,
+      4,
+      0,
+      21,
+      0,
+      "IMAGE"
+    ],
+    [
+      24,
+      21,
+      0,
+      22,
+      0,
+      "IMAGE"
+    ],
+    [
+      25,
       5,
       0,
-      17,
+      23,
+      0,
+      "IMAGE"
+    ],
+    [
+      26,
+      22,
+      0,
+      23,
+      1,
+      "INT"
+    ],
+    [
+      27,
+      22,
+      1,
+      23,
       2,
+      "INT"
+    ],
+    [
+      28,
+      21,
+      0,
+      24,
+      0,
+      "IMAGE"
+    ],
+    [
+      29,
+      23,
+      0,
+      24,
+      1,
+      "IMAGE"
+    ],
+    [
+      30,
+      16,
+      0,
+      25,
+      0,
+      "CLIP"
+    ],
+    [
+      31,
+      24,
+      0,
+      25,
+      1,
       "IMAGE"
     ],
     [
+      32,
       20,
-      17,
       0,
-      6,
+      25,
       5,
       "STRING"
     ],
     [
-      21,
-      17,
+      33,
+      19,
+      0,
+      26,
+      0,
+      "STRING"
+    ],
+    [
+      34,
+      25,
+      0,
+      26,
+      1,
+      "STRING"
+    ],
+    [
+      35,
+      26,
+      0,
+      6,
+      6,
+      "STRING"
+    ],
+    [
+      36,
+      26,
       0,
       18,
       0,
@@ -1305,10 +1929,10 @@
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.8,
+      "scale": 0.6,
       "offset": [
-        0,
-        0
+        40,
+        40
       ]
     }
   },

workflows/p-h3-image_lora_text_to_image.json

@@ -1,8 +1,8 @@
 {
   "id": "00000000-0000-0000-0000-000000000000",
   "revision": 0,
-  "last_node_id": 17,
-  "last_link_id": 18,
+  "last_node_id": 23,
+  "last_link_id": 27,
   "nodes": [
     {
       "id": 1,
@@ -23,19 +23,19 @@
           "localized_name": "unet_name",
           "name": "unet_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "unet_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "weight_dtype",
           "name": "weight_dtype",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "weight_dtype"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -63,7 +63,11 @@
       "widgets_values": [
         "minimax_h3_fl2va_bf16.safetensors",
         "default"
-      ]
+      ],
+      "widgets_values_named": {
+        "unet_name": "minimax_h3_fl2va_bf16.safetensors",
+        "weight_dtype": "default"
+      }
     },
     {
       "id": 2,
@@ -77,17 +81,17 @@
         58
       ],
       "flags": {},
-      "order": 3,
+      "order": 1,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "text_encoder_name",
           "name": "text_encoder_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "text_encoder_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -114,7 +118,10 @@
       },
       "widgets_values": [
         "p-h3-image_text_encoder_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
+      }
     },
     {
       "id": 3,
@@ -128,17 +135,17 @@
         58
       ],
       "flags": {},
-      "order": 4,
+      "order": 2,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "vae_name",
           "name": "vae_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "vae_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -165,7 +172,10 @@
       },
       "widgets_values": [
         "p-h3-image_vae_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
+      }
     },
     {
       "id": 4,
@@ -179,7 +189,7 @@
         200
       ],
       "flags": {},
-      "order": 5,
+      "order": 16,
       "mode": 0,
       "inputs": [
         {
@@ -192,10 +202,10 @@
           "localized_name": "text",
           "name": "text",
           "type": "STRING",
-          "link": 15,
           "widget": {
             "name": "text"
-          }
+          },
+          "link": 24
         }
       ],
       "outputs": [
@@ -215,7 +225,10 @@
       },
       "widgets_values": [
         "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
-      ]
+      ],
+      "widgets_values_named": {
+        "text": "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      }
     },
     {
       "id": 5,
@@ -229,26 +242,26 @@
         82
       ],
       "flags": {},
-      "order": 6,
+      "order": 12,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "width",
           "name": "width",
           "type": "INT",
-          "link": 16,
           "widget": {
             "name": "width"
-          }
+          },
+          "link": 26
         },
         {
           "localized_name": "height",
           "name": "height",
           "type": "INT",
-          "link": 17,
           "widget": {
             "name": "height"
-          }
+          },
+          "link": 27
         }
       ],
       "outputs": [
@@ -269,7 +282,11 @@
       "widgets_values": [
         2912,
         2912
-      ]
+      ],
+      "widgets_values_named": {
+        "width": 2912,
+        "height": 2912
+      }
     },
     {
       "id": 6,
@@ -283,17 +300,17 @@
         82
       ],
       "flags": {},
-      "order": 7,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sigmas",
           "name": "sigmas",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "sigmas"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -313,7 +330,10 @@
       },
       "widgets_values": [
         "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
-      ]
+      ],
+      "widgets_values_named": {
+        "sigmas": "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
+      }
     },
     {
       "id": 7,
@@ -327,7 +347,7 @@
         46
       ],
       "flags": {},
-      "order": 8,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
@@ -357,8 +377,7 @@
         "Node name for S&R": "BasicGuider",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 8,
@@ -372,17 +391,17 @@
         58
       ],
       "flags": {},
-      "order": 9,
+      "order": 4,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sampler_name",
           "name": "sampler_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "sampler_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -402,7 +421,10 @@
       },
       "widgets_values": [
         "euler"
-      ]
+      ],
+      "widgets_values_named": {
+        "sampler_name": "euler"
+      }
     },
     {
       "id": 9,
@@ -416,17 +438,17 @@
         82
       ],
       "flags": {},
-      "order": 10,
+      "order": 5,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "noise_seed",
           "name": "noise_seed",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "noise_seed"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -447,7 +469,11 @@
       "widgets_values": [
         0,
         "randomize"
-      ]
+      ],
+      "widgets_values_named": {
+        "noise_seed": 0,
+        "control_after_generate": "randomize"
+      }
     },
     {
       "id": 10,
@@ -461,7 +487,7 @@
         330
       ],
       "flags": {},
-      "order": 11,
+      "order": 19,
       "mode": 0,
       "inputs": [
         {
@@ -515,8 +541,7 @@
         "Node name for S&R": "SamplerCustomAdvanced",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 11,
@@ -530,7 +555,7 @@
         46
       ],
       "flags": {},
-      "order": 12,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -560,8 +585,7 @@
         "Node name for S&R": "VAEDecode",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 12,
@@ -575,7 +599,7 @@
         560
       ],
       "flags": {},
-      "order": 13,
+      "order": 21,
       "mode": 0,
       "inputs": [
         {
@@ -588,13 +612,20 @@
           "localized_name": "filename_prefix",
           "name": "filename_prefix",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "filename_prefix"
-          }
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "images",
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
         }
       ],
-      "outputs": [],
       "properties": {
         "Node name for S&R": "SaveImage",
         "cnr_id": "comfy-core",
@@ -602,7 +633,10 @@
       },
       "widgets_values": [
         "p-h3-image"
-      ]
+      ],
+      "widgets_values_named": {
+        "filename_prefix": "p-h3-image"
+      }
     },
     {
       "id": 13,
@@ -612,11 +646,11 @@
         220
       ],
       "size": [
-        320,
+        365.1333984375,
         82
       ],
       "flags": {},
-      "order": 1,
+      "order": 10,
       "mode": 0,
       "inputs": [
         {
@@ -629,19 +663,19 @@
           "localized_name": "lora_name",
           "name": "lora_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "lora_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "strength_model",
           "name": "strength_model",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "strength_model"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -668,8 +702,12 @@
       },
       "widgets_values": [
         "p-h3-image_lora_bf16.safetensors",
-        1.0
-      ]
+        1
+      ],
+      "widgets_values_named": {
+        "lora_name": "p-h3-image_lora_bf16.safetensors",
+        "strength_model": 1
+      }
     },
     {
       "id": 14,
@@ -683,7 +721,7 @@
         82
       ],
       "flags": {},
-      "order": 2,
+      "order": 13,
       "mode": 0,
       "inputs": [
         {
@@ -696,19 +734,19 @@
           "localized_name": "shift_video",
           "name": "shift_video",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "shift_video"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "shift_audio",
           "name": "shift_audio",
           "type": "FLOAT",
-          "link": null,
           "widget": {
             "name": "shift_audio"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -727,9 +765,13 @@
         "ver": "0.43.0"
       },
       "widgets_values": [
-        1.0,
-        1.0
-      ]
+        1,
+        1
+      ],
+      "widgets_values_named": {
+        "shift_video": 1,
+        "shift_audio": 1
+      }
     },
     {
       "id": 15,
@@ -743,35 +785,36 @@
         106
       ],
       "flags": {},
-      "order": 14,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip_name",
           "name": "clip_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "clip_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "type",
           "name": "type",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "type"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "device",
           "name": "device",
+          "shape": 7,
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "device"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -780,10 +823,11 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            14
+            20
           ]
         }
       ],
+      "title": "p-h3-image prompt upsampler",
       "properties": {
         "Node name for S&R": "CLIPLoader",
         "cnr_id": "comfy-core",
@@ -801,169 +845,474 @@
         "minimax",
         "default"
       ],
-      "title": "p-h3-image prompt upsampler"
+      "widgets_values_named": {
+        "clip_name": "p-h3-image_prompt_upsampler_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
+      }
     },
     {
-      "id": 16,
-      "type": "p-h3-image_prompt_upsampler",
+      "id": 17,
+      "type": "PreviewAny",
+      "pos": [
+        1700,
+        880
+      ],
+      "size": [
+        480,
+        360
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "source",
+          "name": "source",
+          "type": "*",
+          "link": 25
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Upsampled prompt",
+      "properties": {
+        "Node name for S&R": "PreviewAny",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
+      },
+      "widgets_values": [],
+      "widgets_values_named": {}
+    },
+    {
+      "id": 18,
+      "type": "PrimitiveStringMultiline",
       "pos": [
         380,
-        100
+        760
       ],
       "size": [
-        420,
-        340
+        400,
+        200
       ],
       "flags": {},
-      "order": 15,
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "value",
+          "name": "value",
+          "type": "STRING",
+          "widget": {
+            "name": "value"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            19,
+            22
+          ]
+        }
+      ],
+      "title": "Request",
+      "properties": {
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      ],
+      "widgets_values_named": {
+        "value": "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      }
+    },
+    {
+      "id": 19,
+      "type": "StringFormat",
+      "pos": [
+        820,
+        760
+      ],
+      "size": [
+        400,
+        160
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "a",
+          "name": "values.a",
+          "shape": 7,
+          "type": "*",
+          "link": 19
+        },
+        {
+          "localized_name": "b",
+          "name": "values.b",
+          "shape": 7,
+          "type": "*",
+          "link": null
+        },
+        {
+          "localized_name": "f_string",
+          "name": "f_string",
+          "type": "STRING",
+          "widget": {
+            "name": "f_string"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            21
+          ]
+        }
+      ],
+      "title": "Upsampler input",
+      "properties": {
+        "Node name for S&R": "StringFormat"
+      },
+      "widgets_values": [
+        "Aspect ratio: 1:1\nRequest: {a}"
+      ],
+      "widgets_values_named": {
+        "f_string": "Aspect ratio: 1:1\nRequest: {a}"
+      }
+    },
+    {
+      "id": 20,
+      "type": "TextGenerate",
+      "pos": [
+        1260,
+        760
+      ],
+      "size": [
+        400,
+        290
+      ],
+      "flags": {},
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip",
           "name": "clip",
           "type": "CLIP",
-          "link": 14
+          "link": 20
+        },
+        {
+          "localized_name": "image",
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "video",
+          "name": "video",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "audio",
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
         },
         {
-          "localized_name": "request",
-          "name": "request",
+          "localized_name": "system_prompt",
+          "name": "system_prompt",
+          "shape": 7,
+          "type": "STRING",
+          "link": null
+        },
+        {
+          "localized_name": "prompt",
+          "name": "prompt",
           "type": "STRING",
-          "link": null,
           "widget": {
-            "name": "request"
-          }
+            "name": "prompt"
+          },
+          "link": 21
         },
         {
-          "localized_name": "aspect_ratio",
-          "name": "aspect_ratio",
-          "type": "COMBO",
-          "link": null,
+          "localized_name": "max_length",
+          "name": "max_length",
+          "type": "INT",
           "widget": {
-            "name": "aspect_ratio"
-          }
+            "name": "max_length"
+          },
+          "link": null
         },
         {
-          "localized_name": "sampling",
-          "name": "sampling",
-          "type": "BOOLEAN",
-          "link": null,
+          "localized_name": "Sampling Mode",
+          "name": "sampling_mode",
+          "type": "COMFY_DYNAMICCOMBO_V3",
           "widget": {
-            "name": "sampling"
-          }
+            "name": "sampling_mode"
+          },
+          "link": null
         },
         {
-          "localized_name": "seed",
-          "name": "seed",
-          "type": "INT",
-          "link": null,
+          "localized_name": "thinking",
+          "name": "thinking",
+          "shape": 7,
+          "type": "BOOLEAN",
           "widget": {
-            "name": "seed"
-          }
+            "name": "thinking"
+          },
+          "link": null
         },
         {
-          "localized_name": "retries",
-          "name": "retries",
-          "type": "INT",
-          "link": null,
+          "localized_name": "use_default_template",
+          "name": "use_default_template",
+          "shape": 7,
+          "type": "BOOLEAN",
           "widget": {
-            "name": "retries"
-          }
+            "name": "use_default_template"
+          },
+          "link": null
         },
         {
-          "localized_name": "max_new_tokens",
-          "name": "max_new_tokens",
-          "type": "INT",
-          "link": null,
+          "localized_name": "mtp",
+          "name": "mtp",
+          "shape": 7,
+          "type": "COMBO",
           "widget": {
-            "name": "max_new_tokens"
-          }
+            "name": "mtp"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "prompt",
-          "name": "prompt",
+          "localized_name": "generated_text",
+          "name": "generated_text",
           "type": "STRING",
           "links": [
-            15,
-            18
+            23
           ]
         },
         {
           "localized_name": "thinking",
           "name": "thinking",
           "type": "STRING",
-          "links": []
+          "links": null
+        }
+      ],
+      "title": "Prompt upsampler",
+      "properties": {
+        "Node name for S&R": "TextGenerate"
+      },
+      "widgets_values": [
+        "",
+        2048,
+        "off",
+        true,
+        true,
+        "auto"
+      ],
+      "widgets_values_named": {
+        "prompt": "",
+        "max_length": 2048,
+        "sampling_mode": "off",
+        "thinking": true,
+        "use_default_template": true,
+        "mtp": "auto"
+      }
+    },
+    {
+      "id": 21,
+      "type": "ComfySwitchNode",
+      "pos": [
+        1700,
+        760
+      ],
+      "size": [
+        300,
+        80
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "on_false",
+          "name": "on_false",
+          "shape": 7,
+          "type": "STRING",
+          "link": 22
         },
         {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "links": [
-            16
-          ]
+          "localized_name": "on_true",
+          "name": "on_true",
+          "shape": 7,
+          "type": "STRING",
+          "link": 23
         },
         {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
+          "localized_name": "switch",
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "output",
+          "name": "output",
+          "type": "STRING",
           "links": [
-            17
+            24,
+            25
           ]
         }
       ],
+      "title": "Use prompt upsampler",
       "properties": {
-        "Node name for S&R": "p-h3-image_prompt_upsampler",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
+        "Node name for S&R": "ComfySwitchNode"
       },
       "widgets_values": [
-        "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo",
-        "1:1",
-        false,
-        0,
-        "fixed",
-        2,
-        1024
-      ]
+        true
+      ],
+      "widgets_values_named": {
+        "switch": true
+      }
     },
     {
-      "id": 17,
-      "type": "PreviewAny",
+      "id": 22,
+      "type": "ResolutionSelector",
       "pos": [
-        860,
-        560
-      ],
-      "size": [
         420,
         360
       ],
+      "size": [
+        300,
+        150
+      ],
       "flags": {},
-      "order": 16,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "source",
-          "name": "source",
-          "type": "*",
-          "link": 18
+          "localized_name": "aspect_ratio",
+          "name": "aspect_ratio",
+          "type": "COMBO",
+          "widget": {
+            "name": "aspect_ratio"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
+          "widget": {
+            "name": "megapixels"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "multiple",
+          "name": "multiple",
+          "type": "INT",
+          "widget": {
+            "name": "multiple"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "preview",
+          "name": "preview",
+          "shape": 7,
+          "type": "RESOLUTION_PREVIEW",
+          "widget": {
+            "name": "preview"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
-          "type": "STRING",
-          "links": []
+          "localized_name": "width",
+          "name": "width",
+          "type": "INT",
+          "links": [
+            26
+          ]
+        },
+        {
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
+          "links": [
+            27
+          ]
         }
       ],
       "properties": {
-        "Node name for S&R": "PreviewAny",
-        "cnr_id": "comfy-core",
-        "ver": "0.43.0"
+        "Node name for S&R": "ResolutionSelector"
       },
-      "widgets_values": [],
-      "title": "Upsampled prompt"
+      "widgets_values": [
+        "1:1 (Square)",
+        8,
+        32
+      ],
+      "widgets_values_named": {
+        "aspect_ratio": "1:1 (Square)",
+        "megapixels": 8,
+        "multiple": 32
+      }
+    },
+    {
+      "id": 23,
+      "type": "MarkdownNote",
+      "pos": [
+        0,
+        960
+      ],
+      "size": [
+        340,
+        230
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompt upsampler",
+      "properties": {},
+      "widgets_values": [
+        "**Prompt upsampler.** Type a short request in **Request**; the upsampler (Generate Text) turns it into the full prompt shown in the preview.\n\nKeep the aspect ratio in **Upsampler input** the same as in **Resolution Selector** (1:1, 4:3, 3:4, 3:2, 2:3, 16:9 or 9:16).\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      ],
+      "widgets_values_named": {
+        "text": "**Prompt upsampler.** Type a short request in **Request**; the upsampler (Generate Text) turns it into the full prompt shown in the preview.\n\nKeep the aspect ratio in **Upsampler input** the same as in **Resolution Selector** (1:1, 4:3, 3:4, 3:2, 2:3, 16:9 or 9:16).\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      },
+      "color": "#432",
+      "bgcolor": "#653"
     }
   ],
   "links": [
@@ -1072,54 +1421,86 @@
       "MODEL"
     ],
     [
-      14,
+      19,
+      18,
+      0,
+      19,
+      0,
+      "STRING"
+    ],
+    [
+      20,
       15,
       0,
-      16,
+      20,
       0,
       "CLIP"
     ],
     [
-      15,
-      16,
+      21,
+      19,
       0,
-      4,
-      1,
+      20,
+      5,
       "STRING"
     ],
     [
-      16,
-      16,
-      2,
-      5,
+      22,
+      18,
       0,
-      "INT"
+      21,
+      0,
+      "STRING"
     ],
     [
-      17,
-      16,
-      3,
-      5,
+      23,
+      20,
+      0,
+      21,
       1,
-      "INT"
+      "STRING"
     ],
     [
-      18,
-      16,
+      24,
+      21,
+      0,
+      4,
+      1,
+      "STRING"
+    ],
+    [
+      25,
+      21,
       0,
       17,
       0,
       "STRING"
+    ],
+    [
+      26,
+      22,
+      0,
+      5,
+      0,
+      "INT"
+    ],
+    [
+      27,
+      22,
+      1,
+      5,
+      1,
+      "INT"
     ]
   ],
   "groups": [],
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.8,
+      "scale": 0.6,
       "offset": [
-        0,
-        0
+        40,
+        40
       ]
     }
   },

workflows/p-h3-image_text_to_image.json

@@ -1,8 +1,8 @@
 {
   "id": "00000000-0000-0000-0000-000000000000",
   "revision": 0,
-  "last_node_id": 15,
-  "last_link_id": 16,
+  "last_node_id": 21,
+  "last_link_id": 25,
   "nodes": [
     {
       "id": 1,
@@ -23,19 +23,19 @@
           "localized_name": "model_name",
           "name": "model_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "model_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "weight_dtype",
           "name": "weight_dtype",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "weight_dtype"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -63,7 +63,11 @@
       "widgets_values": [
         "p-h3-image_bf16.safetensors",
         "default"
-      ]
+      ],
+      "widgets_values_named": {
+        "model_name": "p-h3-image_bf16.safetensors",
+        "weight_dtype": "default"
+      }
     },
     {
       "id": 2,
@@ -84,10 +88,10 @@
           "localized_name": "text_encoder_name",
           "name": "text_encoder_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "text_encoder_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -114,7 +118,10 @@
       },
       "widgets_values": [
         "p-h3-image_text_encoder_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
+      }
     },
     {
       "id": 3,
@@ -135,10 +142,10 @@
           "localized_name": "vae_name",
           "name": "vae_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "vae_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -165,7 +172,10 @@
       },
       "widgets_values": [
         "p-h3-image_vae_bf16.safetensors"
-      ]
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
+      }
     },
     {
       "id": 4,
@@ -179,7 +189,7 @@
         200
       ],
       "flags": {},
-      "order": 3,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
@@ -192,10 +202,10 @@
           "localized_name": "text",
           "name": "text",
           "type": "STRING",
-          "link": 13,
           "widget": {
             "name": "text"
-          }
+          },
+          "link": 22
         }
       ],
       "outputs": [
@@ -215,7 +225,10 @@
       },
       "widgets_values": [
         "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
-      ]
+      ],
+      "widgets_values_named": {
+        "text": "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      }
     },
     {
       "id": 5,
@@ -229,26 +242,26 @@
         82
       ],
       "flags": {},
-      "order": 4,
+      "order": 11,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "width",
           "name": "width",
           "type": "INT",
-          "link": 14,
           "widget": {
             "name": "width"
-          }
+          },
+          "link": 24
         },
         {
           "localized_name": "height",
           "name": "height",
           "type": "INT",
-          "link": 15,
           "widget": {
             "name": "height"
-          }
+          },
+          "link": 25
         }
       ],
       "outputs": [
@@ -269,7 +282,11 @@
       "widgets_values": [
         2912,
         2912
-      ]
+      ],
+      "widgets_values_named": {
+        "width": 2912,
+        "height": 2912
+      }
     },
     {
       "id": 6,
@@ -283,17 +300,17 @@
         82
       ],
       "flags": {},
-      "order": 5,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sigmas",
           "name": "sigmas",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "sigmas"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -313,7 +330,10 @@
       },
       "widgets_values": [
         "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
-      ]
+      ],
+      "widgets_values_named": {
+        "sigmas": "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
+      }
     },
     {
       "id": 7,
@@ -327,7 +347,7 @@
         46
       ],
       "flags": {},
-      "order": 6,
+      "order": 16,
       "mode": 0,
       "inputs": [
         {
@@ -357,8 +377,7 @@
         "Node name for S&R": "BasicGuider",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 8,
@@ -372,17 +391,17 @@
         58
       ],
       "flags": {},
-      "order": 7,
+      "order": 4,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "sampler_name",
           "name": "sampler_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "sampler_name"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -402,7 +421,10 @@
       },
       "widgets_values": [
         "euler"
-      ]
+      ],
+      "widgets_values_named": {
+        "sampler_name": "euler"
+      }
     },
     {
       "id": 9,
@@ -416,17 +438,17 @@
         82
       ],
       "flags": {},
-      "order": 8,
+      "order": 5,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "noise_seed",
           "name": "noise_seed",
           "type": "INT",
-          "link": null,
           "widget": {
             "name": "noise_seed"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -447,7 +469,11 @@
       "widgets_values": [
         0,
         "randomize"
-      ]
+      ],
+      "widgets_values_named": {
+        "noise_seed": 0,
+        "control_after_generate": "randomize"
+      }
     },
     {
       "id": 10,
@@ -461,7 +487,7 @@
         330
       ],
       "flags": {},
-      "order": 9,
+      "order": 17,
       "mode": 0,
       "inputs": [
         {
@@ -515,8 +541,7 @@
         "Node name for S&R": "SamplerCustomAdvanced",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 11,
@@ -530,7 +555,7 @@
         46
       ],
       "flags": {},
-      "order": 10,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
@@ -560,8 +585,7 @@
         "Node name for S&R": "VAEDecode",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": []
+      }
     },
     {
       "id": 12,
@@ -575,7 +599,7 @@
         560
       ],
       "flags": {},
-      "order": 11,
+      "order": 19,
       "mode": 0,
       "inputs": [
         {
@@ -588,13 +612,20 @@
           "localized_name": "filename_prefix",
           "name": "filename_prefix",
           "type": "STRING",
-          "link": null,
           "widget": {
             "name": "filename_prefix"
-          }
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "images",
+          "name": "images",
+          "type": "IMAGE",
+          "links": null
         }
       ],
-      "outputs": [],
       "properties": {
         "Node name for S&R": "SaveImage",
         "cnr_id": "comfy-core",
@@ -602,49 +633,53 @@
       },
       "widgets_values": [
         "p-h3-image"
-      ]
+      ],
+      "widgets_values_named": {
+        "filename_prefix": "p-h3-image"
+      }
     },
     {
       "id": 13,
       "type": "CLIPLoader",
       "pos": [
         0,
-        480
+        760
       ],
       "size": [
         320,
         106
       ],
       "flags": {},
-      "order": 12,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip_name",
           "name": "clip_name",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "clip_name"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "type",
           "name": "type",
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "type"
-          }
+          },
+          "link": null
         },
         {
           "localized_name": "device",
           "name": "device",
+          "shape": 7,
           "type": "COMBO",
-          "link": null,
           "widget": {
             "name": "device"
-          }
+          },
+          "link": null
         }
       ],
       "outputs": [
@@ -653,10 +688,11 @@
           "name": "CLIP",
           "type": "CLIP",
           "links": [
-            12
+            18
           ]
         }
       ],
+      "title": "p-h3-image prompt upsampler",
       "properties": {
         "Node name for S&R": "CLIPLoader",
         "cnr_id": "comfy-core",
@@ -674,169 +710,474 @@
         "minimax",
         "default"
       ],
-      "title": "p-h3-image prompt upsampler"
+      "widgets_values_named": {
+        "clip_name": "p-h3-image_prompt_upsampler_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
+      }
     },
     {
-      "id": 14,
-      "type": "p-h3-image_prompt_upsampler",
+      "id": 15,
+      "type": "PreviewAny",
+      "pos": [
+        1700,
+        880
+      ],
+      "size": [
+        480,
+        360
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "source",
+          "name": "source",
+          "type": "*",
+          "link": 23
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": []
+        }
+      ],
+      "title": "Upsampled prompt",
+      "properties": {
+        "Node name for S&R": "PreviewAny",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
+      },
+      "widgets_values": [],
+      "widgets_values_named": {}
+    },
+    {
+      "id": 16,
+      "type": "PrimitiveStringMultiline",
       "pos": [
         380,
-        100
+        760
       ],
       "size": [
-        420,
-        340
+        400,
+        200
       ],
       "flags": {},
-      "order": 13,
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "value",
+          "name": "value",
+          "type": "STRING",
+          "widget": {
+            "name": "value"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            17,
+            20
+          ]
+        }
+      ],
+      "title": "Request",
+      "properties": {
+        "Node name for S&R": "PrimitiveStringMultiline"
+      },
+      "widgets_values": [
+        "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      ],
+      "widgets_values_named": {
+        "value": "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo"
+      }
+    },
+    {
+      "id": 17,
+      "type": "StringFormat",
+      "pos": [
+        820,
+        760
+      ],
+      "size": [
+        400,
+        160
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "a",
+          "name": "values.a",
+          "shape": 7,
+          "type": "*",
+          "link": 17
+        },
+        {
+          "localized_name": "b",
+          "name": "values.b",
+          "shape": 7,
+          "type": "*",
+          "link": null
+        },
+        {
+          "localized_name": "f_string",
+          "name": "f_string",
+          "type": "STRING",
+          "widget": {
+            "name": "f_string"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "STRING",
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            19
+          ]
+        }
+      ],
+      "title": "Upsampler input",
+      "properties": {
+        "Node name for S&R": "StringFormat"
+      },
+      "widgets_values": [
+        "Aspect ratio: 1:1\nRequest: {a}"
+      ],
+      "widgets_values_named": {
+        "f_string": "Aspect ratio: 1:1\nRequest: {a}"
+      }
+    },
+    {
+      "id": 18,
+      "type": "TextGenerate",
+      "pos": [
+        1260,
+        760
+      ],
+      "size": [
+        400,
+        290
+      ],
+      "flags": {},
+      "order": 12,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip",
           "name": "clip",
           "type": "CLIP",
-          "link": 12
+          "link": 18
         },
         {
-          "localized_name": "request",
-          "name": "request",
+          "localized_name": "image",
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "video",
+          "name": "video",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "audio",
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
+        },
+        {
+          "localized_name": "system_prompt",
+          "name": "system_prompt",
+          "shape": 7,
+          "type": "STRING",
+          "link": null
+        },
+        {
+          "localized_name": "prompt",
+          "name": "prompt",
           "type": "STRING",
-          "link": null,
           "widget": {
-            "name": "request"
-          }
+            "name": "prompt"
+          },
+          "link": 19
         },
         {
-          "localized_name": "aspect_ratio",
-          "name": "aspect_ratio",
-          "type": "COMBO",
-          "link": null,
+          "localized_name": "max_length",
+          "name": "max_length",
+          "type": "INT",
           "widget": {
-            "name": "aspect_ratio"
-          }
+            "name": "max_length"
+          },
+          "link": null
         },
         {
-          "localized_name": "sampling",
-          "name": "sampling",
-          "type": "BOOLEAN",
-          "link": null,
+          "localized_name": "Sampling Mode",
+          "name": "sampling_mode",
+          "type": "COMFY_DYNAMICCOMBO_V3",
           "widget": {
-            "name": "sampling"
-          }
+            "name": "sampling_mode"
+          },
+          "link": null
         },
         {
-          "localized_name": "seed",
-          "name": "seed",
-          "type": "INT",
-          "link": null,
+          "localized_name": "thinking",
+          "name": "thinking",
+          "shape": 7,
+          "type": "BOOLEAN",
           "widget": {
-            "name": "seed"
-          }
+            "name": "thinking"
+          },
+          "link": null
         },
         {
-          "localized_name": "retries",
-          "name": "retries",
-          "type": "INT",
-          "link": null,
+          "localized_name": "use_default_template",
+          "name": "use_default_template",
+          "shape": 7,
+          "type": "BOOLEAN",
           "widget": {
-            "name": "retries"
-          }
+            "name": "use_default_template"
+          },
+          "link": null
         },
         {
-          "localized_name": "max_new_tokens",
-          "name": "max_new_tokens",
-          "type": "INT",
-          "link": null,
+          "localized_name": "mtp",
+          "name": "mtp",
+          "shape": 7,
+          "type": "COMBO",
           "widget": {
-            "name": "max_new_tokens"
-          }
+            "name": "mtp"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "prompt",
-          "name": "prompt",
+          "localized_name": "generated_text",
+          "name": "generated_text",
           "type": "STRING",
           "links": [
-            13,
-            16
+            21
           ]
         },
         {
           "localized_name": "thinking",
           "name": "thinking",
           "type": "STRING",
-          "links": []
+          "links": null
+        }
+      ],
+      "title": "Prompt upsampler",
+      "properties": {
+        "Node name for S&R": "TextGenerate"
+      },
+      "widgets_values": [
+        "",
+        2048,
+        "off",
+        true,
+        true,
+        "auto"
+      ],
+      "widgets_values_named": {
+        "prompt": "",
+        "max_length": 2048,
+        "sampling_mode": "off",
+        "thinking": true,
+        "use_default_template": true,
+        "mtp": "auto"
+      }
+    },
+    {
+      "id": 19,
+      "type": "ComfySwitchNode",
+      "pos": [
+        1700,
+        760
+      ],
+      "size": [
+        300,
+        80
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "on_false",
+          "name": "on_false",
+          "shape": 7,
+          "type": "STRING",
+          "link": 20
         },
         {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "links": [
-            14
-          ]
+          "localized_name": "on_true",
+          "name": "on_true",
+          "shape": 7,
+          "type": "STRING",
+          "link": 21
         },
         {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
+          "localized_name": "switch",
+          "name": "switch",
+          "type": "BOOLEAN",
+          "widget": {
+            "name": "switch"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "output",
+          "name": "output",
+          "type": "STRING",
           "links": [
-            15
+            22,
+            23
           ]
         }
       ],
+      "title": "Use prompt upsampler",
       "properties": {
-        "Node name for S&R": "p-h3-image_prompt_upsampler",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
+        "Node name for S&R": "ComfySwitchNode"
       },
       "widgets_values": [
-        "A neon sign that says \"OPEN 24/7\" above a ramen shop at night in the rain, cinematic photo",
-        "1:1",
-        false,
-        0,
-        "fixed",
-        2,
-        1024
-      ]
+        true
+      ],
+      "widgets_values_named": {
+        "switch": true
+      }
     },
     {
-      "id": 15,
-      "type": "PreviewAny",
+      "id": 20,
+      "type": "ResolutionSelector",
       "pos": [
-        860,
-        560
-      ],
-      "size": [
         420,
         360
       ],
+      "size": [
+        300,
+        150
+      ],
       "flags": {},
-      "order": 14,
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "source",
-          "name": "source",
-          "type": "*",
-          "link": 16
+          "localized_name": "aspect_ratio",
+          "name": "aspect_ratio",
+          "type": "COMBO",
+          "widget": {
+            "name": "aspect_ratio"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
+          "widget": {
+            "name": "megapixels"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "multiple",
+          "name": "multiple",
+          "type": "INT",
+          "widget": {
+            "name": "multiple"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "preview",
+          "name": "preview",
+          "shape": 7,
+          "type": "RESOLUTION_PREVIEW",
+          "widget": {
+            "name": "preview"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
-          "type": "STRING",
-          "links": []
+          "localized_name": "width",
+          "name": "width",
+          "type": "INT",
+          "links": [
+            24
+          ]
+        },
+        {
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
+          "links": [
+            25
+          ]
         }
       ],
       "properties": {
-        "Node name for S&R": "PreviewAny",
-        "cnr_id": "comfy-core",
-        "ver": "0.43.0"
+        "Node name for S&R": "ResolutionSelector"
       },
-      "widgets_values": [],
-      "title": "Upsampled prompt"
+      "widgets_values": [
+        "1:1 (Square)",
+        8,
+        32
+      ],
+      "widgets_values_named": {
+        "aspect_ratio": "1:1 (Square)",
+        "megapixels": 8,
+        "multiple": 32
+      }
+    },
+    {
+      "id": 21,
+      "type": "MarkdownNote",
+      "pos": [
+        0,
+        960
+      ],
+      "size": [
+        340,
+        230
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompt upsampler",
+      "properties": {},
+      "widgets_values": [
+        "**Prompt upsampler.** Type a short request in **Request**; the upsampler (Generate Text) turns it into the full prompt shown in the preview.\n\nKeep the aspect ratio in **Upsampler input** the same as in **Resolution Selector** (1:1, 4:3, 3:4, 3:2, 2:3, 16:9 or 9:16).\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      ],
+      "widgets_values_named": {
+        "text": "**Prompt upsampler.** Type a short request in **Request**; the upsampler (Generate Text) turns it into the full prompt shown in the preview.\n\nKeep the aspect ratio in **Upsampler input** the same as in **Resolution Selector** (1:1, 4:3, 3:4, 3:2, 2:3, 16:9 or 9:16).\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      },
+      "color": "#432",
+      "bgcolor": "#653"
     }
   ],
   "links": [
@@ -929,54 +1270,86 @@
       "IMAGE"
     ],
     [
-      12,
+      17,
+      16,
+      0,
+      17,
+      0,
+      "STRING"
+    ],
+    [
+      18,
       13,
       0,
-      14,
+      18,
       0,
       "CLIP"
     ],
     [
-      13,
-      14,
+      19,
+      17,
       0,
-      4,
-      1,
+      18,
+      5,
       "STRING"
     ],
     [
-      14,
-      14,
-      2,
-      5,
+      20,
+      16,
       0,
-      "INT"
+      19,
+      0,
+      "STRING"
     ],
     [
-      15,
-      14,
-      3,
-      5,
+      21,
+      18,
+      0,
+      19,
       1,
-      "INT"
+      "STRING"
     ],
     [
-      16,
-      14,
+      22,
+      19,
+      0,
+      4,
+      1,
+      "STRING"
+    ],
+    [
+      23,
+      19,
       0,
       15,
       0,
       "STRING"
+    ],
+    [
+      24,
+      20,
+      0,
+      5,
+      0,
+      "INT"
+    ],
+    [
+      25,
+      20,
+      1,
+      5,
+      1,
+      "INT"
     ]
   ],
   "groups": [],
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.8,
+      "scale": 0.6,
       "offset": [
-        0,
-        0
+        40,
+        40
       ]
     }
   },