Run the workflows on ComfyUI's native P-H3-Image support

The workflows use only ComfyUI's own nodes (Load Diffusion Model, Load CLIP, Load VAE, p-h3-image Conditioning). The README points to the latest ComfyUI instead of the node pack.

README.md

@@ -72,15 +72,17 @@ without CFG and edits with up to 8 input images. Every component comes in bf16 a
 formats. The smallest set is a 20 GB download that peaks at 21 GB of VRAM at 8 MP, against 143 GB of weights for
 MiniMax-H3.
 
-The nodes are in [PrunaAI/comfyui-p-h3-image](https://github.com/PrunaAI/comfyui-p-h3-image). The diffusers pipeline is
+ComfyUI supports P-H3-Image natively, no custom nodes needed. The diffusers pipeline is
 in [PrunaAI/P-H3-Image](https://huggingface.co/PrunaAI/P-H3-Image). Try it in the [Hugging Face Spaces](https://huggingface.co/spaces/PrunaAI/P-H3-Image). Read the full blog post [here](https://pruna.ai/blog/oss-p-h3-image-launch).
 
 ## Quickstart
 
-1. **Install the nodes.** ComfyUI 0.43 or newer, no extra dependencies.
+1. **Update ComfyUI.** P-H3-Image support is on ComfyUI's master branch and ships with the next release. Until then,
+   update to the latest ComfyUI from GitHub (nightly). The desktop app and Comfy Cloud follow stable releases and get it
+   with the next one.
 
    ```bash
-   git clone https://github.com/PrunaAI/comfyui-p-h3-image ComfyUI/custom_nodes/comfyui-p-h3-image
+   cd ComfyUI && git pull
    ```
 
 2. **Download one file per component** into `ComfyUI/models`. The bf16 set, a 55 GB download plus the prompt upsampler,
@@ -96,7 +98,7 @@ in [PrunaAI/P-H3-Image](https://huggingface.co/PrunaAI/P-H3-Image). Try it in th
    hf download PrunaAI/P-H3-Image-Comfy --include "diffusion_models/p-h3-image_w4a8.safetensors" "text_encoders/p-h3-image_text_encoder_w4a8.safetensors" "text_encoders/p-h3-image_prompt_upsampler_bf16.safetensors" "vae/p-h3-image_vae_int8_convrot.safetensors" --local-dir ComfyUI/models
    ```
 
-3. **Open a workflow** from `workflows/` (also under Templates in ComfyUI), type a short request and run. The
+3. **Open a workflow** from `workflows/`, type a short request and run. The
    workflows render at 8 MP in 8 steps through the prompt upsampler.
 
 ## Pick your files
@@ -151,10 +153,11 @@ 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 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).
+The workflows use only ComfyUI's own nodes. Load Diffusion Model loads the model, followed by ModelSamplingMiniMaxH3 at
+1.0 for both shifts. Load CLIP (type `minimax`) loads the text encoder, Load VAE the VAE, and p-h3-image Conditioning
+turns the prompt and the images into the conditioning and the latent. The prompt upsampler runs 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
 
@@ -173,9 +176,9 @@ Guider, `euler` and Sampler Custom Advanced, with no CFG or negative prompt. The
 | 9:16 | **2176 × 3872** | 1536 × 2720 |
 
 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.
+these sizes. Edits work best at 4 or 8 MP. In the edit workflows, Scale Image to Total Pixels brings `image_1`, the
+image being edited, to 4 MP, and p-h3-image Conditioning generates the edit at its size unless `width` and `height` are
+set. Reference images above about 8 MP are scaled down.
 
 ## Prompt upsampler
 
@@ -190,7 +193,7 @@ Text, with greedy decoding, so a request always gives the same prompt.
   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.
+  prompt for p-h3-image Conditioning.
 - **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
@@ -206,9 +209,9 @@ 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 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".
+Connect the image to edit as `image_1` and up to 7 references after it, in the same order in Batch Images and on
+p-h3-image Conditioning, 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%">
@@ -223,7 +226,7 @@ from our own renders in the same swamp.*
 If you run MiniMax-H3 in ComfyUI, the 2 GB LoRA `loras/p-h3-image_lora_bf16.safetensors` runs P-H3-Image on its FL2VA
 transformer without a second large download. Load `minimax_h3_fl2va_bf16.safetensors` from
 [Comfy-Org/MiniMax-H3](https://huggingface.co/Comfy-Org/MiniMax-H3) (the pruned and quantized FL2VA files work too),
-apply the LoRA with the P-H3-Image LoRA Loader at strength 1.0, and start from the `lora` workflows.
+apply the LoRA with Load LoRA (Bypass, Model Only) at strength 1.0, and start from the `lora` workflows.
 
 ## Limitations
 
@@ -240,7 +243,7 @@ The P-H3-Image weights are based on MiniMax-H3 and released under the [MiniMax H
 read it before use. Among other terms, it excludes the European Union, the United Kingdom, the Republic of Korea and
 the United States unless you have a separate license from MiniMax, and products built on it must show "Powered by
 MiniMax H3". The text encoder's Qwen3-VL-4B parts and the prompt upsampler, based on Qwen3.5-9B, are under the
-[Apache License 2.0](LICENSE-APACHE). See [NOTICE](NOTICE) for details. The ComfyUI nodes are MIT-licensed.
+[Apache License 2.0](LICENSE-APACHE). See [NOTICE](NOTICE) for details.
 
 ## What's next?
 

workflows/p-h3-image_edit.json

@@ -1,1359 +1,1508 @@
 {
-  "id": "00000000-0000-0000-0000-000000000000",
+  "id": "69d8656c-2ba3-4178-990f-1ff7029e5c2e",
   "revision": 0,
-  "last_node_id": 25,
-  "last_link_id": 34,
+  "last_node_id": 31,
+  "last_link_id": 46,
   "nodes": [
     {
-      "id": 1,
-      "type": "p-h3-image_model_loader",
+      "id": 4,
+      "type": "LoadImage",
       "pos": [
         0,
-        100
+        834
       ],
       "size": [
         320,
-        82
+        360
       ],
       "flags": {},
       "order": 0,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "model_name",
-          "name": "model_name",
+          "localized_name": "image",
+          "name": "image",
           "type": "COMBO",
           "widget": {
-            "name": "model_name"
+            "name": "image"
           },
           "link": null
         },
         {
-          "localized_name": "weight_dtype",
-          "name": "weight_dtype",
-          "type": "COMBO",
+          "localized_name": "choose file to upload",
+          "name": "upload",
+          "type": "IMAGEUPLOAD",
           "widget": {
-            "name": "weight_dtype"
+            "name": "upload"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "MODEL",
-          "name": "MODEL",
-          "type": "MODEL",
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            5
+            21,
+            42
           ]
+        },
+        {
+          "localized_name": "MASK",
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
         }
       ],
+      "title": "image_1 (edited)",
       "properties": {
-        "Node name for S&R": "p-h3-image_model_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/diffusion_models/p-h3-image_bf16.safetensors",
-            "directory": "diffusion_models"
-          }
-        ]
+        "Node name for S&R": "LoadImage",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
       },
       "widgets_values": [
-        "p-h3-image_bf16.safetensors",
-        "default"
+        "example.png",
+        "image"
       ],
       "widgets_values_named": {
-        "model_name": "p-h3-image_bf16.safetensors",
-        "weight_dtype": "default"
+        "image": "example.png",
+        "upload": "image"
       }
     },
     {
-      "id": 2,
-      "type": "p-h3-image_text_encoder_loader",
+      "id": 5,
+      "type": "LoadImage",
       "pos": [
         0,
-        240
+        1254
       ],
       "size": [
         320,
-        58
+        360
       ],
       "flags": {},
       "order": 1,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "text_encoder_name",
-          "name": "text_encoder_name",
+          "localized_name": "image",
+          "name": "image",
           "type": "COMBO",
           "widget": {
-            "name": "text_encoder_name"
+            "name": "image"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "choose file to upload",
+          "name": "upload",
+          "type": "IMAGEUPLOAD",
+          "widget": {
+            "name": "upload"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "CLIP",
-          "name": "CLIP",
-          "type": "CLIP",
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            1
+            23,
+            44
           ]
+        },
+        {
+          "localized_name": "MASK",
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
         }
       ],
+      "title": "image_2 (reference)",
       "properties": {
-        "Node name for S&R": "p-h3-image_text_encoder_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_text_encoder_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
-            "directory": "text_encoders"
-          }
-        ]
+        "Node name for S&R": "LoadImage",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
       },
       "widgets_values": [
-        "p-h3-image_text_encoder_bf16.safetensors"
+        "example.png",
+        "image"
       ],
       "widgets_values_named": {
-        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
+        "image": "example.png",
+        "upload": "image"
       }
     },
     {
-      "id": 3,
-      "type": "p-h3-image_vae_loader",
+      "id": 7,
+      "type": "ManualSigmas",
       "pos": [
-        0,
-        360
+        1340,
+        560
       ],
       "size": [
         320,
-        58
+        82
       ],
       "flags": {},
       "order": 2,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "vae_name",
-          "name": "vae_name",
-          "type": "COMBO",
+          "localized_name": "sigmas",
+          "name": "sigmas",
+          "type": "STRING",
           "widget": {
-            "name": "vae_name"
+            "name": "sigmas"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "VAE",
-          "name": "VAE",
-          "type": "VAE",
+          "localized_name": "SIGMAS",
+          "name": "SIGMAS",
+          "type": "SIGMAS",
           "links": [
-            2,
-            13
+            10
           ]
         }
       ],
       "properties": {
-        "Node name for S&R": "p-h3-image_vae_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_vae_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/vae/p-h3-image_vae_bf16.safetensors",
-            "directory": "vae"
-          }
-        ]
+        "Node name for S&R": "ManualSigmas",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
       },
       "widgets_values": [
-        "p-h3-image_vae_bf16.safetensors"
+        "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
       ],
       "widgets_values_named": {
-        "vae_name": "p-h3-image_vae_bf16.safetensors"
+        "sigmas": "1.0, 0.984753, 0.967905, 0.951688, 0.925372, 0.881923, 0.810083, 0.528718, 0.0"
       }
     },
     {
-      "id": 4,
-      "type": "LoadImage",
+      "id": 8,
+      "type": "BasicGuider",
       "pos": [
-        0,
-        620
+        1340,
+        100
       ],
       "size": [
-        320,
-        360
+        240,
+        46
       ],
       "flags": {},
-      "order": 3,
+      "order": 22,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "image",
-          "name": "image",
-          "type": "COMBO",
-          "widget": {
-            "name": "image"
-          },
-          "link": null
+          "localized_name": "model",
+          "name": "model",
+          "type": "MODEL",
+          "link": 36
         },
         {
-          "localized_name": "choose file to upload",
-          "name": "upload",
-          "type": "IMAGEUPLOAD",
-          "widget": {
-            "name": "upload"
-          },
-          "link": null
+          "localized_name": "conditioning",
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "link": 45
         }
       ],
       "outputs": [
         {
-          "localized_name": "IMAGE",
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "localized_name": "GUIDER",
+          "name": "GUIDER",
+          "type": "GUIDER",
           "links": [
-            3,
-            21
+            8
           ]
-        },
-        {
-          "localized_name": "MASK",
-          "name": "MASK",
-          "type": "MASK",
-          "links": null
         }
       ],
-      "title": "image_1 (edited)",
       "properties": {
-        "Node name for S&R": "LoadImage",
+        "Node name for S&R": "BasicGuider",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
-      },
-      "widgets_values": [
-        "example.png",
-        "image"
-      ],
-      "widgets_values_named": {
-        "image": "example.png",
-        "upload": "image"
       }
     },
     {
-      "id": 5,
-      "type": "LoadImage",
+      "id": 9,
+      "type": "KSamplerSelect",
       "pos": [
-        0,
-        1020
+        1340,
+        220
       ],
       "size": [
-        320,
-        360
+        270,
+        58
       ],
       "flags": {},
-      "order": 4,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "image",
-          "name": "image",
+          "localized_name": "sampler_name",
+          "name": "sampler_name",
           "type": "COMBO",
           "widget": {
-            "name": "image"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "choose file to upload",
-          "name": "upload",
-          "type": "IMAGEUPLOAD",
-          "widget": {
-            "name": "upload"
+            "name": "sampler_name"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "IMAGE",
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "localized_name": "SAMPLER",
+          "name": "SAMPLER",
+          "type": "SAMPLER",
           "links": [
-            4,
-            23
+            9
           ]
-        },
-        {
-          "localized_name": "MASK",
-          "name": "MASK",
-          "type": "MASK",
-          "links": null
         }
       ],
-      "title": "image_2 (reference)",
       "properties": {
-        "Node name for S&R": "LoadImage",
+        "Node name for S&R": "KSamplerSelect",
         "cnr_id": "comfy-core",
         "ver": "0.43.0"
       },
       "widgets_values": [
-        "example.png",
-        "image"
+        "euler"
       ],
       "widgets_values_named": {
-        "image": "example.png",
-        "upload": "image"
+        "sampler_name": "euler"
       }
     },
     {
-      "id": 6,
-      "type": "p-h3-image_edit",
+      "id": 10,
+      "type": "RandomNoise",
       "pos": [
-        860,
-        100
+        1340,
+        340
       ],
       "size": [
-        420,
-        480
+        270,
+        82
       ],
       "flags": {},
-      "order": 18,
+      "order": 4,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "clip",
-          "name": "clip",
-          "type": "CLIP",
-          "link": 1
-        },
+          "localized_name": "noise_seed",
+          "name": "noise_seed",
+          "type": "INT",
+          "widget": {
+            "name": "noise_seed"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
         {
-          "localized_name": "vae",
-          "name": "vae",
-          "type": "VAE",
-          "link": 2
-        },
-        {
-          "label": "image_1",
-          "localized_name": "image_1",
-          "name": "images.image_1",
-          "type": "IMAGE",
-          "link": 3
-        },
-        {
-          "label": "image_2",
-          "localized_name": "image_2",
-          "name": "images.image_2",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 4
-        },
-        {
-          "label": "image_3",
-          "localized_name": "image_3",
-          "name": "images.image_3",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": null
-        },
-        {
-          "localized_name": "image_4",
-          "name": "images.image_4",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": null
-        },
-        {
-          "localized_name": "prompt",
-          "name": "prompt",
-          "type": "STRING",
-          "widget": {
-            "name": "prompt"
-          },
-          "link": 33
-        },
-        {
-          "localized_name": "image_1_min_megapixels",
-          "name": "image_1_min_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "image_1_min_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "min_megapixels",
-          "name": "min_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "min_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "max_megapixels",
-          "name": "max_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "max_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "widget": {
-            "name": "width"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
-          "widget": {
-            "name": "height"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "vision_megapixels",
-          "name": "vision_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "vision_megapixels"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "CONDITIONING",
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "links": [
-            6
-          ]
-        },
-        {
-          "localized_name": "LATENT",
-          "name": "LATENT",
-          "type": "LATENT",
+          "localized_name": "NOISE",
+          "name": "NOISE",
+          "type": "NOISE",
           "links": [
-            11
+            7
           ]
         }
       ],
       "properties": {
-        "Node name for S&R": "p-h3-image_edit",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
+        "Node name for S&R": "RandomNoise",
+        "cnr_id": "comfy-core",
+        "ver": "0.43.0"
       },
       "widgets_values": [
-        "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        4,
-        1,
-        8,
         0,
-        0,
-        1
+        "randomize"
       ],
       "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,
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-          "type": "SAMPLER",
-          "links": [
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           "widget": {
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           "links": [
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         {
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           "links": [
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       "widgets_values_named": {
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         {
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         {
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           "widget": {
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       ],
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         {
-          "localized_name": "CLIP",
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-          "type": "CLIP",
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           "links": [
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+          "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": 18,
+      "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": "value",
-          "name": "value",
-          "type": "STRING",
+          "localized_name": "mtp",
+          "name": "mtp",
+          "shape": 7,
+          "type": "COMBO",
           "widget": {
-            "name": "value"
+            "name": "mtp"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
+          "localized_name": "generated_text",
+          "name": "generated_text",
           "type": "STRING",
           "links": [
-            20,
-            31
+            32
           ]
+        },
+        {
+          "localized_name": "thinking",
+          "name": "thinking",
+          "type": "STRING",
+          "links": null
         }
       ],
-      "title": "Request",
+      "title": "Prompt upsampler",
       "properties": {
-        "Node name for S&R": "PrimitiveStringMultiline"
+        "Node name for S&R": "TextGenerate"
       },
       "widgets_values": [
-        "Put the hat from <Picture 2> on the person in <Picture 1>."
+        "",
+        3072,
+        "off",
+        false,
+        true,
+        "auto"
       ],
       "widgets_values_named": {
-        "value": "Put the hat from <Picture 2> on the person in <Picture 1>."
+        "prompt": "",
+        "max_length": 3072,
+        "sampling_mode": "off",
+        "thinking": false,
+        "use_default_template": true,
+        "mtp": "auto"
       }
     },
     {
-      "id": 18,
-      "type": "StringFormat",
+      "id": 24,
+      "type": "ComfySwitchNode",
       "pos": [
-        380,
-        920
+        1180,
+        1030
       ],
       "size": [
-        400,
-        240
+        300,
+        80
       ],
       "flags": {},
-      "order": 12,
+      "order": 19,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "a",
-          "name": "values.a",
+          "localized_name": "on_false",
+          "name": "on_false",
           "shape": 7,
           "type": "*",
-          "link": 20
+          "link": 31
         },
         {
-          "localized_name": "b",
-          "name": "values.b",
+          "localized_name": "on_true",
+          "name": "on_true",
           "shape": 7,
           "type": "*",
-          "link": null
+          "link": 32
         },
         {
-          "localized_name": "f_string",
-          "name": "f_string",
-          "type": "STRING",
+          "localized_name": "switch",
+          "name": "switch",
+          "type": "BOOLEAN",
           "widget": {
-            "name": "f_string"
+            "name": "switch"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "STRING",
-          "name": "STRING",
-          "type": "STRING",
+          "localized_name": "output",
+          "name": "output",
+          "type": "*",
           "links": [
-            30
+            34,
+            41
           ]
         }
       ],
-      "title": "Upsampler input",
+      "title": "Use prompt upsampler",
       "properties": {
-        "Node name for S&R": "StringFormat"
+        "Node name for S&R": "ComfySwitchNode"
       },
       "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"
+        true
       ],
       "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"
+        "switch": true
       }
     },
     {
-      "id": 19,
-      "type": "ImageScaleToTotalPixels",
+      "id": 25,
+      "type": "MarkdownNote",
       "pos": [
-        820,
-        700
+        380,
+        1200
       ],
       "size": [
-        300,
-        110
+        400,
+        260
       ],
       "flags": {},
-      "order": 11,
+      "order": 7,
+      "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** the image in **Batch Images**, padded to image_1's size, and the image on **p-h3-image Conditioning**.\n\n**image_1 at 4 MP** sets the size of the edit.\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** the image in **Batch Images**, padded to image_1's size, and the image on **p-h3-image Conditioning**.\n\n**image_1 at 4 MP** sets the size of the edit.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
+      },
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 26,
+      "type": "UNETLoader",
+      "pos": [
+        0,
+        100
+      ],
+      "size": [
+        270,
+        82
+      ],
+      "flags": {},
+      "order": 8,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "image",
-          "name": "image",
-          "type": "IMAGE",
-          "link": 21
-        },
-        {
-          "localized_name": "upscale_method",
-          "name": "upscale_method",
+          "localized_name": "unet_name",
+          "name": "unet_name",
           "type": "COMBO",
           "widget": {
-            "name": "upscale_method"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "megapixels",
-          "name": "megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "megapixels"
+            "name": "unet_name"
           },
           "link": null
         },
         {
-          "localized_name": "resolution_steps",
-          "name": "resolution_steps",
-          "type": "INT",
+          "localized_name": "weight_dtype",
+          "name": "weight_dtype",
+          "type": "COMBO",
           "widget": {
-            "name": "resolution_steps"
+            "name": "weight_dtype"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "IMAGE",
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "localized_name": "MODEL",
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            22,
-            26
+            35
           ]
         }
       ],
-      "title": "image_1 at 1 MP",
       "properties": {
-        "Node name for S&R": "ImageScaleToTotalPixels"
+        "Node name for S&R": "UNETLoader",
+        "models": [
+          {
+            "name": "p-h3-image_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/diffusion_models/p-h3-image_bf16.safetensors",
+            "directory": "diffusion_models"
+          }
+        ]
       },
       "widgets_values": [
-        "lanczos",
-        1,
-        1
+        "p-h3-image_bf16.safetensors",
+        "default"
       ],
       "widgets_values_named": {
-        "upscale_method": "lanczos",
-        "megapixels": 1,
-        "resolution_steps": 1
+        "unet_name": "p-h3-image_bf16.safetensors",
+        "weight_dtype": "default"
       }
     },
     {
-      "id": 20,
-      "type": "GetImageSize",
+      "id": 27,
+      "type": "MiniMaxH3SigmaShift",
       "pos": [
-        820,
-        850
+        0,
+        242
       ],
       "size": [
-        220,
-        90
+        277.2857421875,
+        82
       ],
       "flags": {},
-      "order": 13,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "image",
-          "name": "image",
-          "type": "IMAGE",
-          "link": 22
+          "localized_name": "model",
+          "name": "model",
+          "type": "MODEL",
+          "link": 35
+        },
+        {
+          "localized_name": "shift_video",
+          "name": "shift_video",
+          "type": "FLOAT",
+          "widget": {
+            "name": "shift_video"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "shift_audio",
+          "name": "shift_audio",
+          "type": "FLOAT",
+          "widget": {
+            "name": "shift_audio"
+          },
+          "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "links": [
-            24
-          ]
-        },
-        {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
+          "localized_name": "MODEL",
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            25
+            36
           ]
-        },
-        {
-          "localized_name": "batch_size",
-          "name": "batch_size",
-          "type": "INT",
-          "links": null
         }
       ],
       "properties": {
-        "Node name for S&R": "GetImageSize"
+        "Node name for S&R": "MiniMaxH3SigmaShift"
+      },
+      "widgets_values": [
+        1,
+        1
+      ],
+      "widgets_values_named": {
+        "shift_video": 1,
+        "shift_audio": 1
       }
     },
     {
-      "id": 21,
-      "type": "ResizeAndPadImage",
+      "id": 28,
+      "type": "CLIPLoader",
       "pos": [
-        820,
-        980
+        0,
+        384
       ],
       "size": [
-        300,
-        170
+        270,
+        106
       ],
       "flags": {},
-      "order": 14,
+      "order": 9,
       "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",
+          "localized_name": "clip_name",
+          "name": "clip_name",
+          "type": "COMBO",
           "widget": {
-            "name": "target_height"
+            "name": "clip_name"
           },
-          "link": 25
+          "link": null
         },
         {
-          "localized_name": "padding_color",
-          "name": "padding_color",
+          "localized_name": "type",
+          "name": "type",
           "type": "COMBO",
           "widget": {
-            "name": "padding_color"
+            "name": "type"
           },
           "link": null
         },
         {
-          "localized_name": "interpolation",
-          "name": "interpolation",
+          "localized_name": "device",
+          "name": "device",
+          "shape": 7,
           "type": "COMBO",
           "widget": {
-            "name": "interpolation"
+            "name": "device"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "IMAGE",
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "localized_name": "CLIP",
+          "name": "CLIP",
+          "type": "CLIP",
           "links": [
-            27
+            39
           ]
         }
       ],
-      "title": "image_2 padded to image_1",
+      "title": "p-h3-image text encoder",
       "properties": {
-        "Node name for S&R": "ResizeAndPadImage"
+        "Node name for S&R": "CLIPLoader",
+        "models": [
+          {
+            "name": "p-h3-image_text_encoder_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
+            "directory": "text_encoders"
+          }
+        ]
       },
       "widgets_values": [
-        512,
-        512,
-        "white",
-        "lanczos"
+        "p-h3-image_text_encoder_bf16.safetensors",
+        "minimax",
+        "default"
       ],
       "widgets_values_named": {
-        "target_width": 512,
-        "target_height": 512,
-        "padding_color": "white",
-        "interpolation": "lanczos"
+        "clip_name": "p-h3-image_text_encoder_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
       }
     },
     {
-      "id": 22,
-      "type": "BatchImagesNode",
+      "id": 29,
+      "type": "VAELoader",
       "pos": [
-        820,
-        1190
+        0,
+        550
       ],
       "size": [
-        220,
-        70
+        270,
+        58
       ],
       "flags": {},
-      "order": 15,
+      "order": 10,
       "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",
+          "localized_name": "vae_name",
+          "name": "vae_name",
+          "type": "COMBO",
+          "widget": {
+            "name": "vae_name"
+          },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "IMAGE",
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "localized_name": "VAE",
+          "name": "VAE",
+          "type": "VAE",
           "links": [
-            29
+            38,
+            40
           ]
         }
       ],
       "properties": {
-        "Node name for S&R": "BatchImagesNode"
+        "Node name for S&R": "VAELoader",
+        "models": [
+          {
+            "name": "p-h3-image_vae_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/vae/p-h3-image_vae_bf16.safetensors",
+            "directory": "vae"
+          }
+        ]
+      },
+      "widgets_values": [
+        "p-h3-image_vae_bf16.safetensors"
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
       }
     },
     {
-      "id": 23,
-      "type": "TextGenerate",
+      "id": 30,
+      "type": "PH3ImageConditioning",
       "pos": [
-        1180,
-        700
+        860,
+        100
       ],
       "size": [
         400,
-        288
+        236
       ],
       "flags": {},
-      "order": 16,
+      "order": 21,
       "mode": 0,
       "inputs": [
         {
           "localized_name": "clip",
           "name": "clip",
           "type": "CLIP",
-          "link": 28
+          "link": 39
         },
         {
-          "localized_name": "image",
-          "name": "image",
+          "localized_name": "vae",
+          "name": "vae",
           "shape": 7,
-          "type": "IMAGE",
-          "link": 29
+          "type": "VAE",
+          "link": 40
         },
         {
-          "localized_name": "video",
-          "name": "video",
+          "localized_name": "image_1",
+          "name": "images.image_1",
           "shape": 7,
           "type": "IMAGE",
-          "link": null
+          "link": 43
         },
         {
-          "localized_name": "audio",
-          "name": "audio",
+          "localized_name": "image_2",
+          "name": "images.image_2",
           "shape": 7,
-          "type": "AUDIO",
-          "link": null
+          "type": "IMAGE",
+          "link": 44
         },
         {
-          "localized_name": "system_prompt",
-          "name": "system_prompt",
+          "localized_name": "image_3",
+          "name": "images.image_3",
           "shape": 7,
-          "type": "STRING",
+          "type": "IMAGE",
           "link": null
         },
         {
@@ -1363,200 +1512,135 @@
           "widget": {
             "name": "prompt"
           },
-          "link": 30
+          "link": 41
         },
         {
-          "localized_name": "max_length",
-          "name": "max_length",
+          "localized_name": "width",
+          "name": "width",
           "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"
+            "name": "width"
           },
           "link": null
         },
         {
-          "localized_name": "mtp",
-          "name": "mtp",
-          "shape": 7,
-          "type": "COMBO",
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
           "widget": {
-            "name": "mtp"
+            "name": "height"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "generated_text",
-          "name": "generated_text",
-          "type": "STRING",
+          "localized_name": "positive",
+          "name": "positive",
+          "type": "CONDITIONING",
           "links": [
-            32
+            45
           ]
         },
         {
-          "localized_name": "thinking",
-          "name": "thinking",
-          "type": "STRING",
-          "links": null
+          "localized_name": "LATENT",
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            46
+          ]
         }
       ],
-      "title": "Prompt upsampler",
       "properties": {
-        "Node name for S&R": "TextGenerate"
+        "Node name for S&R": "PH3ImageConditioning"
       },
       "widgets_values": [
         "",
-        3072,
-        "off",
-        false,
-        true,
-        "auto"
+        0,
+        0
       ],
       "widgets_values_named": {
         "prompt": "",
-        "max_length": 3072,
-        "sampling_mode": "off",
-        "thinking": false,
-        "use_default_template": true,
-        "mtp": "auto"
+        "width": 0,
+        "height": 0
       }
     },
     {
-      "id": 24,
-      "type": "ComfySwitchNode",
+      "id": 31,
+      "type": "ImageScaleToTotalPixels",
       "pos": [
-        1180,
-        1030
+        860,
+        380
       ],
       "size": [
-        300,
-        80
+        276.4927734375,
+        106
       ],
       "flags": {},
-      "order": 17,
+      "order": 12,
       "mode": 0,
       "inputs": [
         {
-          "localized_name": "on_false",
-          "name": "on_false",
-          "shape": 7,
-          "type": "STRING",
-          "link": 31
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 42
         },
         {
-          "localized_name": "on_true",
-          "name": "on_true",
-          "shape": 7,
-          "type": "STRING",
-          "link": 32
+          "localized_name": "upscale_method",
+          "name": "upscale_method",
+          "type": "COMBO",
+          "widget": {
+            "name": "upscale_method"
+          },
+          "link": null
         },
         {
-          "localized_name": "switch",
-          "name": "switch",
-          "type": "BOOLEAN",
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
           "widget": {
-            "name": "switch"
+            "name": "megapixels"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "resolution_steps",
+          "name": "resolution_steps",
+          "type": "INT",
+          "widget": {
+            "name": "resolution_steps"
           },
           "link": null
         }
       ],
       "outputs": [
         {
-          "localized_name": "output",
-          "name": "output",
-          "type": "STRING",
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
           "links": [
-            33,
-            34
+            43
           ]
         }
       ],
-      "title": "Use prompt upsampler",
+      "title": "image_1 at 4 MP",
       "properties": {
-        "Node name for S&R": "ComfySwitchNode"
+        "Node name for S&R": "ImageScaleToTotalPixels"
       },
       "widgets_values": [
-        true
+        "lanczos",
+        4,
+        32
       ],
       "widgets_values_named": {
-        "switch": true
+        "upscale_method": "lanczos",
+        "megapixels": 4,
+        "resolution_steps": 32
       }
-    },
-    {
-      "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,
-      0,
-      8,
-      0,
-      "MODEL"
-    ],
-    [
-      6,
-      6,
-      0,
-      8,
-      1,
-      "CONDITIONING"
-    ],
     [
       7,
       10,
@@ -1589,14 +1673,6 @@
       3,
       "SIGMAS"
     ],
-    [
-      11,
-      6,
-      1,
-      11,
-      4,
-      "LATENT"
-    ],
     [
       12,
       11,
@@ -1605,14 +1681,6 @@
       0,
       "LATENT"
     ],
-    [
-      13,
-      3,
-      0,
-      12,
-      1,
-      "VAE"
-    ],
     [
       14,
       12,
@@ -1622,84 +1690,124 @@
       "IMAGE"
     ],
     [
-      1,
-      2,
+      21,
+      4,
       0,
-      6,
+      19,
       0,
-      "CLIP"
+      "IMAGE"
     ],
     [
-      2,
-      3,
+      22,
+      19,
       0,
-      6,
-      1,
-      "VAE"
-    ],
-    [
-      3,
-      4,
+      20,
       0,
-      6,
-      2,
       "IMAGE"
     ],
     [
-      4,
+      23,
       5,
       0,
-      6,
-      3,
+      21,
+      0,
       "IMAGE"
     ],
     [
+      24,
+      20,
+      0,
+      21,
+      1,
+      "INT"
+    ],
+    [
+      25,
       20,
+      1,
+      21,
+      2,
+      "INT"
+    ],
+    [
+      31,
       17,
       0,
-      18,
+      24,
       0,
       "STRING"
     ],
     [
-      21,
-      4,
+      32,
+      23,
       0,
-      19,
+      24,
+      1,
+      "STRING"
+    ],
+    [
+      34,
+      24,
       0,
-      "IMAGE"
+      16,
+      0,
+      "STRING"
     ],
     [
-      22,
-      19,
+      35,
+      26,
       0,
-      20,
+      27,
       0,
-      "IMAGE"
+      "MODEL"
     ],
     [
-      23,
-      5,
+      36,
+      27,
       0,
-      21,
+      8,
+      0,
+      "MODEL"
+    ],
+    [
+      38,
+      29,
+      0,
+      12,
+      1,
+      "VAE"
+    ],
+    [
+      42,
+      4,
+      0,
+      31,
       0,
       "IMAGE"
     ],
     [
-      24,
-      20,
+      45,
+      30,
       0,
-      21,
+      8,
       1,
-      "INT"
+      "CONDITIONING"
     ],
     [
-      25,
-      20,
+      46,
+      30,
       1,
-      21,
-      2,
-      "INT"
+      11,
+      4,
+      "LATENT"
+    ],
+    [
+      20,
+      17,
+      0,
+      18,
+      0,
+      "STRING"
     ],
     [
       26,
@@ -1742,35 +1850,43 @@
       "STRING"
     ],
     [
-      31,
-      17,
+      39,
+      28,
       0,
-      24,
+      30,
       0,
-      "STRING"
+      "CLIP"
     ],
     [
-      32,
-      23,
+      40,
+      29,
       0,
-      24,
+      30,
       1,
-      "STRING"
+      "VAE"
     ],
     [
-      33,
-      24,
+      43,
+      31,
       0,
-      6,
-      6,
-      "STRING"
+      30,
+      2,
+      "IMAGE"
     ],
     [
-      34,
-      24,
+      44,
+      5,
       0,
-      16,
+      30,
+      3,
+      "IMAGE"
+    ],
+    [
+      41,
+      24,
       0,
+      30,
+      5,
       "STRING"
     ]
   ],
@@ -1786,4 +1902,4 @@
     }
   },
   "version": 0.4
-}
+}

workflows/p-h3-image_lora_edit.json

@@ -1,8 +1,8 @@
 {
-  "id": "00000000-0000-0000-0000-000000000000",
+  "id": "da2f97d7-d159-4e82-bf4c-9ec695568326",
   "revision": 0,
-  "last_node_id": 27,
-  "last_link_id": 36,
+  "last_node_id": 31,
+  "last_link_id": 46,
   "nodes": [
     {
       "id": 1,
@@ -69,128 +69,19 @@
         "weight_dtype": "default"
       }
     },
-    {
-      "id": 2,
-      "type": "p-h3-image_text_encoder_loader",
-      "pos": [
-        0,
-        480
-      ],
-      "size": [
-        320,
-        58
-      ],
-      "flags": {},
-      "order": 1,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "text_encoder_name",
-          "name": "text_encoder_name",
-          "type": "COMBO",
-          "widget": {
-            "name": "text_encoder_name"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "CLIP",
-          "name": "CLIP",
-          "type": "CLIP",
-          "links": [
-            1
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_text_encoder_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_text_encoder_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
-            "directory": "text_encoders"
-          }
-        ]
-      },
-      "widgets_values": [
-        "p-h3-image_text_encoder_bf16.safetensors"
-      ],
-      "widgets_values_named": {
-        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
-      }
-    },
-    {
-      "id": 3,
-      "type": "p-h3-image_vae_loader",
-      "pos": [
-        0,
-        640
-      ],
-      "size": [
-        320,
-        58
-      ],
-      "flags": {},
-      "order": 2,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "vae_name",
-          "name": "vae_name",
-          "type": "COMBO",
-          "widget": {
-            "name": "vae_name"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "VAE",
-          "name": "VAE",
-          "type": "VAE",
-          "links": [
-            2,
-            13
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_vae_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_vae_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/vae/p-h3-image_vae_bf16.safetensors",
-            "directory": "vae"
-          }
-        ]
-      },
-      "widgets_values": [
-        "p-h3-image_vae_bf16.safetensors"
-      ],
-      "widgets_values_named": {
-        "vae_name": "p-h3-image_vae_bf16.safetensors"
-      }
-    },
     {
       "id": 4,
       "type": "LoadImage",
       "pos": [
         0,
-        900
+        976
       ],
       "size": [
         320,
         360
       ],
       "flags": {},
-      "order": 3,
+      "order": 1,
       "mode": 0,
       "inputs": [
         {
@@ -218,8 +109,8 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            3,
-            23
+            23,
+            42
           ]
         },
         {
@@ -249,14 +140,14 @@
       "type": "LoadImage",
       "pos": [
         0,
-        1300
+        1396
       ],
       "size": [
         320,
         360
       ],
       "flags": {},
-      "order": 4,
+      "order": 2,
       "mode": 0,
       "inputs": [
         {
@@ -284,8 +175,8 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            4,
-            25
+            25,
+            44
           ]
         },
         {
@@ -310,169 +201,6 @@
         "upload": "image"
       }
     },
-    {
-      "id": 6,
-      "type": "p-h3-image_edit",
-      "pos": [
-        860,
-        100
-      ],
-      "size": [
-        420,
-        480
-      ],
-      "flags": {},
-      "order": 20,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "clip",
-          "name": "clip",
-          "type": "CLIP",
-          "link": 1
-        },
-        {
-          "localized_name": "vae",
-          "name": "vae",
-          "type": "VAE",
-          "link": 2
-        },
-        {
-          "label": "image_1",
-          "localized_name": "image_1",
-          "name": "images.image_1",
-          "type": "IMAGE",
-          "link": 3
-        },
-        {
-          "label": "image_2",
-          "localized_name": "image_2",
-          "name": "images.image_2",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 4
-        },
-        {
-          "label": "image_3",
-          "localized_name": "image_3",
-          "name": "images.image_3",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": null
-        },
-        {
-          "localized_name": "image_4",
-          "name": "images.image_4",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": null
-        },
-        {
-          "localized_name": "prompt",
-          "name": "prompt",
-          "type": "STRING",
-          "widget": {
-            "name": "prompt"
-          },
-          "link": 35
-        },
-        {
-          "localized_name": "image_1_min_megapixels",
-          "name": "image_1_min_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "image_1_min_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "min_megapixels",
-          "name": "min_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "min_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "max_megapixels",
-          "name": "max_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "max_megapixels"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "widget": {
-            "name": "width"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
-          "widget": {
-            "name": "height"
-          },
-          "link": null
-        },
-        {
-          "localized_name": "vision_megapixels",
-          "name": "vision_megapixels",
-          "type": "FLOAT",
-          "widget": {
-            "name": "vision_megapixels"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "CONDITIONING",
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "links": [
-            6
-          ]
-        },
-        {
-          "localized_name": "LATENT",
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [
-            11
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_edit",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
-      },
-      "widgets_values": [
-        "Put the hat from <Picture 2> on the person in <Picture 1>.",
-        4,
-        1,
-        8,
-        0,
-        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,
       "type": "ManualSigmas",
@@ -485,7 +213,7 @@
         82
       ],
       "flags": {},
-      "order": 5,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
@@ -532,7 +260,7 @@
         46
       ],
       "flags": {},
-      "order": 22,
+      "order": 23,
       "mode": 0,
       "inputs": [
         {
@@ -545,7 +273,7 @@
           "localized_name": "conditioning",
           "name": "conditioning",
           "type": "CONDITIONING",
-          "link": 6
+          "link": 45
         }
       ],
       "outputs": [
@@ -576,7 +304,7 @@
         58
       ],
       "flags": {},
-      "order": 6,
+      "order": 4,
       "mode": 0,
       "inputs": [
         {
@@ -623,7 +351,7 @@
         82
       ],
       "flags": {},
-      "order": 7,
+      "order": 5,
       "mode": 0,
       "inputs": [
         {
@@ -672,7 +400,7 @@
         330
       ],
       "flags": {},
-      "order": 23,
+      "order": 24,
       "mode": 0,
       "inputs": [
         {
@@ -703,7 +431,7 @@
           "localized_name": "latent_image",
           "name": "latent_image",
           "type": "LATENT",
-          "link": 11
+          "link": 46
         }
       ],
       "outputs": [
@@ -740,7 +468,7 @@
         46
       ],
       "flags": {},
-      "order": 24,
+      "order": 25,
       "mode": 0,
       "inputs": [
         {
@@ -753,7 +481,7 @@
           "localized_name": "vae",
           "name": "vae",
           "type": "VAE",
-          "link": 13
+          "link": 38
         }
       ],
       "outputs": [
@@ -784,7 +512,7 @@
         560
       ],
       "flags": {},
-      "order": 25,
+      "order": 26,
       "mode": 0,
       "inputs": [
         {
@@ -828,7 +556,7 @@
       "type": "LoraLoaderBypassModelOnly",
       "pos": [
         0,
-        220
+        242
       ],
       "size": [
         365.1333984375,
@@ -880,7 +608,7 @@
         "models": [
           {
             "name": "p-h3-image_lora_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/loras/p-h3-image_lora_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/loras/p-h3-image_lora_bf16.safetensors",
             "directory": "loras"
           }
         ]
@@ -899,14 +627,14 @@
       "type": "MiniMaxH3SigmaShift",
       "pos": [
         0,
-        340
+        384
       ],
       "size": [
         320,
         82
       ],
       "flags": {},
-      "order": 14,
+      "order": 15,
       "mode": 0,
       "inputs": [
         {
@@ -963,14 +691,14 @@
       "type": "CLIPLoader",
       "pos": [
         0,
-        760
+        810
       ],
       "size": [
         320,
         106
       ],
       "flags": {},
-      "order": 8,
+      "order": 6,
       "mode": 0,
       "inputs": [
         {
@@ -1020,7 +748,7 @@
         "models": [
           {
             "name": "p-h3-image_prompt_upsampler_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/text_encoders/p-h3-image_prompt_upsampler_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/text_encoders/p-h3-image_prompt_upsampler_bf16.safetensors",
             "directory": "text_encoders"
           }
         ]
@@ -1087,7 +815,7 @@
         180
       ],
       "flags": {},
-      "order": 9,
+      "order": 7,
       "mode": 0,
       "inputs": [
         {
@@ -1134,7 +862,7 @@
         240
       ],
       "flags": {},
-      "order": 13,
+      "order": 14,
       "mode": 0,
       "inputs": [
         {
@@ -1269,7 +997,7 @@
         90
       ],
       "flags": {},
-      "order": 15,
+      "order": 16,
       "mode": 0,
       "inputs": [
         {
@@ -1319,7 +1047,7 @@
         170
       ],
       "flags": {},
-      "order": 16,
+      "order": 17,
       "mode": 0,
       "inputs": [
         {
@@ -1401,10 +1129,10 @@
       ],
       "size": [
         220,
-        70
+        86
       ],
       "flags": {},
-      "order": 17,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
@@ -1454,7 +1182,7 @@
         288
       ],
       "flags": {},
-      "order": 18,
+      "order": 19,
       "mode": 0,
       "inputs": [
         {
@@ -1598,7 +1326,7 @@
         80
       ],
       "flags": {},
-      "order": 19,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -1631,8 +1359,8 @@
           "name": "output",
           "type": "STRING",
           "links": [
-            35,
-            36
+            36,
+            41
           ]
         }
       ],
@@ -1659,38 +1387,342 @@
         260
       ],
       "flags": {},
-      "order": 10,
+      "order": 8,
       "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."
+        "**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** the image in **Batch Images**, padded to image_1's size, and the image on **p-h3-image Conditioning**.\n\n**image_1 at 4 MP** sets the size of the edit.\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."
+        "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** the image in **Batch Images**, padded to image_1's size, and the image on **p-h3-image Conditioning**.\n\n**image_1 at 4 MP** sets the size of the edit.\n\nSet **Use prompt upsampler** to false to send the request to the model as it is."
       },
       "color": "#432",
       "bgcolor": "#653"
-    }
-  ],
-  "links": [
-    [
-      5,
-      15,
-      0,
-      8,
-      0,
-      "MODEL"
-    ],
+    },
+    {
+      "id": 28,
+      "type": "CLIPLoader",
+      "pos": [
+        0,
+        526
+      ],
+      "size": [
+        270,
+        106
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "clip_name",
+          "name": "clip_name",
+          "type": "COMBO",
+          "widget": {
+            "name": "clip_name"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "type",
+          "name": "type",
+          "type": "COMBO",
+          "widget": {
+            "name": "type"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "device",
+          "name": "device",
+          "shape": 7,
+          "type": "COMBO",
+          "widget": {
+            "name": "device"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "CLIP",
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            39
+          ]
+        }
+      ],
+      "title": "p-h3-image text encoder",
+      "properties": {
+        "Node name for S&R": "CLIPLoader",
+        "models": [
+          {
+            "name": "p-h3-image_text_encoder_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
+            "directory": "text_encoders"
+          }
+        ]
+      },
+      "widgets_values": [
+        "p-h3-image_text_encoder_bf16.safetensors",
+        "minimax",
+        "default"
+      ],
+      "widgets_values_named": {
+        "clip_name": "p-h3-image_text_encoder_bf16.safetensors",
+        "type": "minimax",
+        "device": "default"
+      }
+    },
+    {
+      "id": 29,
+      "type": "VAELoader",
+      "pos": [
+        0,
+        692
+      ],
+      "size": [
+        270,
+        58
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "vae_name",
+          "name": "vae_name",
+          "type": "COMBO",
+          "widget": {
+            "name": "vae_name"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "VAE",
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            38,
+            40
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAELoader",
+        "models": [
+          {
+            "name": "p-h3-image_vae_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/vae/p-h3-image_vae_bf16.safetensors",
+            "directory": "vae"
+          }
+        ]
+      },
+      "widgets_values": [
+        "p-h3-image_vae_bf16.safetensors"
+      ],
+      "widgets_values_named": {
+        "vae_name": "p-h3-image_vae_bf16.safetensors"
+      }
+    },
+    {
+      "id": 30,
+      "type": "PH3ImageConditioning",
+      "pos": [
+        860,
+        100
+      ],
+      "size": [
+        400,
+        236
+      ],
+      "flags": {},
+      "order": 22,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "clip",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 39
+        },
+        {
+          "localized_name": "vae",
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": 40
+        },
+        {
+          "localized_name": "image_1",
+          "name": "images.image_1",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 43
+        },
+        {
+          "localized_name": "image_2",
+          "name": "images.image_2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 44
+        },
+        {
+          "localized_name": "image_3",
+          "name": "images.image_3",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "localized_name": "prompt",
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 41
+        },
+        {
+          "localized_name": "width",
+          "name": "width",
+          "type": "INT",
+          "widget": {
+            "name": "width"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "height",
+          "name": "height",
+          "type": "INT",
+          "widget": {
+            "name": "height"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "positive",
+          "name": "positive",
+          "type": "CONDITIONING",
+          "links": [
+            45
+          ]
+        },
+        {
+          "localized_name": "LATENT",
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            46
+          ]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "PH3ImageConditioning"
+      },
+      "widgets_values": [
+        "",
+        0,
+        0
+      ],
+      "widgets_values_named": {
+        "prompt": "",
+        "width": 0,
+        "height": 0
+      }
+    },
+    {
+      "id": 31,
+      "type": "ImageScaleToTotalPixels",
+      "pos": [
+        860,
+        380
+      ],
+      "size": [
+        276.4927734375,
+        106
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "localized_name": "image",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 42
+        },
+        {
+          "localized_name": "upscale_method",
+          "name": "upscale_method",
+          "type": "COMBO",
+          "widget": {
+            "name": "upscale_method"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "megapixels",
+          "name": "megapixels",
+          "type": "FLOAT",
+          "widget": {
+            "name": "megapixels"
+          },
+          "link": null
+        },
+        {
+          "localized_name": "resolution_steps",
+          "name": "resolution_steps",
+          "type": "INT",
+          "widget": {
+            "name": "resolution_steps"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "localized_name": "IMAGE",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            43
+          ]
+        }
+      ],
+      "title": "image_1 at 4 MP",
+      "properties": {
+        "Node name for S&R": "ImageScaleToTotalPixels"
+      },
+      "widgets_values": [
+        "lanczos",
+        4,
+        32
+      ],
+      "widgets_values_named": {
+        "upscale_method": "lanczos",
+        "megapixels": 4,
+        "resolution_steps": 32
+      }
+    }
+  ],
+  "links": [
     [
-      6,
-      6,
+      5,
+      15,
       0,
       8,
-      1,
-      "CONDITIONING"
+      0,
+      "MODEL"
     ],
     [
       7,
@@ -1724,14 +1756,6 @@
       3,
       "SIGMAS"
     ],
-    [
-      11,
-      6,
-      1,
-      11,
-      4,
-      "LATENT"
-    ],
     [
       12,
       11,
@@ -1740,14 +1764,6 @@
       0,
       "LATENT"
     ],
-    [
-      13,
-      3,
-      0,
-      12,
-      1,
-      "VAE"
-    ],
     [
       14,
       12,
@@ -1772,46 +1788,6 @@
       0,
       "MODEL"
     ],
-    [
-      1,
-      2,
-      0,
-      6,
-      0,
-      "CLIP"
-    ],
-    [
-      2,
-      3,
-      0,
-      6,
-      1,
-      "VAE"
-    ],
-    [
-      3,
-      4,
-      0,
-      6,
-      2,
-      "IMAGE"
-    ],
-    [
-      4,
-      5,
-      0,
-      6,
-      3,
-      "IMAGE"
-    ],
-    [
-      22,
-      19,
-      0,
-      20,
-      0,
-      "STRING"
-    ],
     [
       23,
       4,
@@ -1852,6 +1828,70 @@
       2,
       "INT"
     ],
+    [
+      33,
+      19,
+      0,
+      26,
+      0,
+      "STRING"
+    ],
+    [
+      34,
+      25,
+      0,
+      26,
+      1,
+      "STRING"
+    ],
+    [
+      36,
+      26,
+      0,
+      18,
+      0,
+      "STRING"
+    ],
+    [
+      38,
+      29,
+      0,
+      12,
+      1,
+      "VAE"
+    ],
+    [
+      42,
+      4,
+      0,
+      31,
+      0,
+      "IMAGE"
+    ],
+    [
+      45,
+      30,
+      0,
+      8,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      46,
+      30,
+      1,
+      11,
+      4,
+      "LATENT"
+    ],
+    [
+      22,
+      19,
+      0,
+      20,
+      0,
+      "STRING"
+    ],
     [
       28,
       21,
@@ -1893,35 +1933,43 @@
       "STRING"
     ],
     [
-      33,
-      19,
+      39,
+      28,
       0,
-      26,
+      30,
       0,
-      "STRING"
+      "CLIP"
     ],
     [
-      34,
-      25,
+      40,
+      29,
       0,
-      26,
+      30,
       1,
-      "STRING"
+      "VAE"
     ],
     [
-      35,
-      26,
+      43,
+      31,
       0,
-      6,
-      6,
-      "STRING"
+      30,
+      2,
+      "IMAGE"
     ],
     [
-      36,
-      26,
+      44,
+      5,
       0,
-      18,
+      30,
+      3,
+      "IMAGE"
+    ],
+    [
+      41,
+      26,
       0,
+      30,
+      5,
       "STRING"
     ]
   ],
@@ -1937,4 +1985,4 @@
     }
   },
   "version": 0.4
-}
+}

workflows/p-h3-image_lora_text_to_image.json

@@ -1,8 +1,8 @@
 {
-  "id": "00000000-0000-0000-0000-000000000000",
+  "id": "9d43b9c5-ca8f-4a60-837d-d342773e8b8a",
   "revision": 0,
-  "last_node_id": 23,
-  "last_link_id": 27,
+  "last_node_id": 26,
+  "last_link_id": 34,
   "nodes": [
     {
       "id": 1,
@@ -69,225 +69,6 @@
         "weight_dtype": "default"
       }
     },
-    {
-      "id": 2,
-      "type": "p-h3-image_text_encoder_loader",
-      "pos": [
-        0,
-        480
-      ],
-      "size": [
-        320,
-        58
-      ],
-      "flags": {},
-      "order": 1,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "text_encoder_name",
-          "name": "text_encoder_name",
-          "type": "COMBO",
-          "widget": {
-            "name": "text_encoder_name"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "CLIP",
-          "name": "CLIP",
-          "type": "CLIP",
-          "links": [
-            1
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_text_encoder_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_text_encoder_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
-            "directory": "text_encoders"
-          }
-        ]
-      },
-      "widgets_values": [
-        "p-h3-image_text_encoder_bf16.safetensors"
-      ],
-      "widgets_values_named": {
-        "text_encoder_name": "p-h3-image_text_encoder_bf16.safetensors"
-      }
-    },
-    {
-      "id": 3,
-      "type": "p-h3-image_vae_loader",
-      "pos": [
-        0,
-        640
-      ],
-      "size": [
-        320,
-        58
-      ],
-      "flags": {},
-      "order": 2,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "vae_name",
-          "name": "vae_name",
-          "type": "COMBO",
-          "widget": {
-            "name": "vae_name"
-          },
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "VAE",
-          "name": "VAE",
-          "type": "VAE",
-          "links": [
-            10
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_vae_loader",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0",
-        "models": [
-          {
-            "name": "p-h3-image_vae_bf16.safetensors",
-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/vae/p-h3-image_vae_bf16.safetensors",
-            "directory": "vae"
-          }
-        ]
-      },
-      "widgets_values": [
-        "p-h3-image_vae_bf16.safetensors"
-      ],
-      "widgets_values_named": {
-        "vae_name": "p-h3-image_vae_bf16.safetensors"
-      }
-    },
-    {
-      "id": 4,
-      "type": "CLIPTextEncode",
-      "pos": [
-        860,
-        100
-      ],
-      "size": [
-        420,
-        200
-      ],
-      "flags": {},
-      "order": 16,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "clip",
-          "name": "clip",
-          "type": "CLIP",
-          "link": 1
-        },
-        {
-          "localized_name": "text",
-          "name": "text",
-          "type": "STRING",
-          "widget": {
-            "name": "text"
-          },
-          "link": 24
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "CONDITIONING",
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "links": [
-            3
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "CLIPTextEncode",
-        "cnr_id": "comfy-core",
-        "ver": "0.43.0"
-      },
-      "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,
-      "type": "p-h3-image_empty_latent",
-      "pos": [
-        860,
-        360
-      ],
-      "size": [
-        320,
-        82
-      ],
-      "flags": {},
-      "order": 12,
-      "mode": 0,
-      "inputs": [
-        {
-          "localized_name": "width",
-          "name": "width",
-          "type": "INT",
-          "widget": {
-            "name": "width"
-          },
-          "link": 26
-        },
-        {
-          "localized_name": "height",
-          "name": "height",
-          "type": "INT",
-          "widget": {
-            "name": "height"
-          },
-          "link": 27
-        }
-      ],
-      "outputs": [
-        {
-          "localized_name": "LATENT",
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [
-            8
-          ]
-        }
-      ],
-      "properties": {
-        "Node name for S&R": "p-h3-image_empty_latent",
-        "cnr_id": "p-h3-image",
-        "ver": "0.1.0"
-      },
-      "widgets_values": [
-        2912,
-        2912
-      ],
-      "widgets_values_named": {
-        "width": 2912,
-        "height": 2912
-      }
-    },
     {
       "id": 6,
       "type": "ManualSigmas",
@@ -300,7 +81,7 @@
         82
       ],
       "flags": {},
-      "order": 3,
+      "order": 1,
       "mode": 0,
       "inputs": [
         {
@@ -347,7 +128,7 @@
         46
       ],
       "flags": {},
-      "order": 18,
+      "order": 17,
       "mode": 0,
       "inputs": [
         {
@@ -360,7 +141,7 @@
           "localized_name": "conditioning",
           "name": "conditioning",
           "type": "CONDITIONING",
-          "link": 3
+          "link": 33
         }
       ],
       "outputs": [
@@ -391,7 +172,7 @@
         58
       ],
       "flags": {},
-      "order": 4,
+      "order": 2,
       "mode": 0,
       "inputs": [
         {
@@ -438,7 +219,7 @@
         82
       ],
       "flags": {},
-      "order": 5,
+      "order": 3,
       "mode": 0,
       "inputs": [
         {
@@ -487,7 +268,7 @@
         330
       ],
       "flags": {},
-      "order": 19,
+      "order": 18,
       "mode": 0,
       "inputs": [
         {
@@ -518,7 +299,7 @@
           "localized_name": "latent_image",
           "name": "latent_image",
           "type": "LATENT",
-          "link": 8
+          "link": 34
         }
       ],
       "outputs": [
@@ -555,7 +336,7 @@
         46
       ],
       "flags": {},
-      "order": 20,
+      "order": 19,
       "mode": 0,
       "inputs": [
         {
@@ -568,7 +349,7 @@
           "localized_name": "vae",
           "name": "vae",
           "type": "VAE",
-          "link": 10
+          "link": 28
         }
       ],
       "outputs": [
@@ -599,7 +380,7 @@
         560
       ],
       "flags": {},
-      "order": 21,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -643,7 +424,7 @@
       "type": "LoraLoaderBypassModelOnly",
       "pos": [
         0,
-        220
+        232
       ],
       "size": [
         365.1333984375,
@@ -695,7 +476,7 @@
         "models": [
           {
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-            "url": "https://huggingface.co/PrunaAI/p-h3-image-comfy/resolve/main/text_encoders/p-h3-image_prompt_upsampler_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/text_encoders/p-h3-image_prompt_upsampler_bf16.safetensors",
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@@ -863,7 +644,7 @@
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@@ -1186,8 +967,8 @@
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@@ -1313,17 +1094,232 @@
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       "bgcolor": "#653"
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+        }
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+          "localized_name": "CLIP",
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            29
+          ]
+        }
+      ],
+      "title": "p-h3-image text encoder",
+      "properties": {
+        "Node name for S&R": "CLIPLoader",
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+            "name": "p-h3-image_text_encoder_bf16.safetensors",
+            "url": "https://huggingface.co/PrunaAI/P-H3-Image-Comfy/resolve/main/text_encoders/p-h3-image_text_encoder_bf16.safetensors",
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+          "links": [
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+        },
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@@ -1505,4 +1509,4 @@
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workflows/p-h3-image_text_to_image.json

@@ -1,293 +1,9 @@
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@@ -300,7 +16,7 @@
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@@ -568,7 +284,7 @@
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