Use parent folder name as subfolder for model file uploads

This node was created just for an experiment in the previous year, but never was a core feature.

I'm removing it because looks that is braking the import in local machines because i'm seeing this error locally:

```
  File "F:\ComfyUI\custom_nodes\comfyui-deploy\comfy-nodes\model_list.py", line 35, in <module>
    allModels = fetch_files("./models")
                ^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\ComfyUI\custom_nodes\comfyui-deploy\comfy-nodes\model_list.py", line 23, in fetch_files
    fs.extend(fetch_files(f"{dirpath}/{dirname}"))
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "F:\ComfyUI\custom_nodes\comfyui-deploy\comfy-nodes\model_list.py", line 23, in fetch_files
    fs.extend(fetch_files(f"{dirpath}/{dirname}"))
TypeError: 'NoneType' object is not iterable

Cannot import F:\ComfyUI\custom_nodes\comfyui-deploy module for custom nodes: 'NoneType' object is not iterable
```


I'm not sure why, previously was working but was a long time ago and this node was just an experiment, so i'm deleting it

.github/workflows/publish.yml

@@ -7,15 +7,19 @@ on:
     paths:
       - "pyproject.toml"
 
+permissions:
+  issues: write
+
 jobs:
   publish-node:
     name: Publish Custom Node to registry
     runs-on: ubuntu-latest
+    if: ${{ github.repository_owner == 'BennyKok' }}
     steps:
       - name: Check out code
         uses: actions/checkout@v4
       - name: Publish Custom Node
-        uses: Comfy-Org/publish-node-action@main
+        uses: Comfy-Org/publish-node-action@v1
         with:
           ## Add your own personal access token to your Github Repository secrets and reference it here.
-          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}
+          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}

README.md

@@ -96,10 +96,6 @@ Major areas
 
 # Self Hosting with Vercel
 
-[![Video](https://img.mytsi.org/i/nFOG479.png)](https://www.youtube.com/watch?v=hWvsEY1cS2M)
-Tutorial Created by [Ross](https://github.com/rossman22590) and [Syn](https://github.com/mortlsyn)
-
-
 Build command
 
 ```

__init__.py

@@ -2,8 +2,9 @@
 @author: BennyKok
 @title: comfyui-deploy
 @nickname: Comfy Deploy
-@description: 
+@description:
 """
+
 import os
 import sys
 
@@ -17,19 +18,23 @@ import requests
 import folder_paths
 from folder_paths import add_model_folder_path, get_filename_list, get_folder_paths
 from tqdm import tqdm
+import re
 
 from . import custom_routes
 # import routes
 
 ag_path = os.path.join(os.path.dirname(__file__))
 
+
 def get_python_files(path):
     return [f[:-3] for f in os.listdir(path) if f.endswith(".py")]
 
+
 def append_to_sys_path(path):
     if path not in sys.path:
         sys.path.append(path)
 
+
 paths = ["comfy-nodes"]
 files = []
 
@@ -41,14 +46,45 @@ for path in paths:
 NODE_CLASS_MAPPINGS = {}
 NODE_DISPLAY_NAME_MAPPINGS = {}
 
+
+def split_camel_case(name):
+    # Split on underscores first, then split each part on camelCase
+    parts = []
+    for part in name.split("_"):
+        # Find all camelCase boundaries
+        words = re.findall("[A-Z][^A-Z]*", part)
+        if not words:  # If no camelCase found, use the whole part
+            words = [part]
+        parts.extend(words)
+    return parts
+
+
 # Import all the modules and append their mappings
 for file in files:
     module = importlib.import_module(file)
 
+    # Check if the module has explicit mappings
     if hasattr(module, "NODE_CLASS_MAPPINGS"):
         NODE_CLASS_MAPPINGS.update(module.NODE_CLASS_MAPPINGS)
     if hasattr(module, "NODE_DISPLAY_NAME_MAPPINGS"):
         NODE_DISPLAY_NAME_MAPPINGS.update(module.NODE_DISPLAY_NAME_MAPPINGS)
 
+    # Auto-discover classes with ComfyUI node attributes
+    for name, obj in inspect.getmembers(module):
+        # Check if it's a class and has the required ComfyUI node attributes
+        if (
+            inspect.isclass(obj)
+            and hasattr(obj, "INPUT_TYPES")
+            and hasattr(obj, "RETURN_TYPES")
+        ):
+            # Use the class name as the key if not already in mappings
+            if name not in NODE_CLASS_MAPPINGS:
+                NODE_CLASS_MAPPINGS[name] = obj
+                # Create a display name by converting camelCase to Title Case with spaces
+                words = split_camel_case(name.replace("ComfyUIDeploy", ""))
+                display_name = " ".join(word.capitalize() for word in words)
+                # print(display_name, name)
+                NODE_DISPLAY_NAME_MAPPINGS[name] = display_name
+
 WEB_DIRECTORY = "web-plugin"
 __all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS"]

comfy-nodes/external_audio.py

@@ -7,6 +7,7 @@ class ComfyUIDeployExternalAudio:
     RETURN_TYPES = ("AUDIO",)
     RETURN_NAMES = ("audio",)
     FUNCTION = "load_audio"
+    CATEGORY = "🔗ComfyDeploy"
     
     @classmethod
     def INPUT_TYPES(cls):

comfy-nodes/external_boolean.py

@@ -23,8 +23,9 @@ class ComfyUIDeployExternalBoolean:
 
     RETURN_TYPES = ("BOOLEAN",)
     RETURN_NAMES = ("bool_value",)
-    
+        
     FUNCTION = "run"
+    CATEGORY = "🔗ComfyDeploy"
     
     def run(self, input_id, default_value=None, display_name=None, description=None):
         print(f"Node '{input_id}' processing with switch set to {default_value}")

comfy-nodes/external_checkpoints.py

@@ -36,10 +36,11 @@ class ComfyUIDeployExternalCheckpoint:
 
     RETURN_TYPES = (WILDCARD,)
     RETURN_NAMES = ("path",)
+    
 
     FUNCTION = "run"
 
-    CATEGORY = "deploy"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         import requests

comfy-nodes/external_enum.py

@@ -0,0 +1,46 @@
+class AnyType(str):
+    def __ne__(self, __value: object) -> bool:
+        return False
+
+
+WILDCARD = AnyType("*")
+
+class ComfyUIDeployExternalEnum:
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {
+                "input_id": (
+                    "STRING",
+                    {"multiline": False, "default": "input_enum"},
+                ),
+            },
+            "optional": {
+                "default_value": (
+                    "STRING",
+                    {"multiline": False, "default": "", "dynamic_enum": True},
+                ),
+                "options": (
+                    "STRING",
+                    {"multiline": True, "default": ""},
+                ),
+                "display_name": (
+                    "STRING",
+                    {"multiline": False, "default": ""},
+                ),
+                "description": (
+                    "STRING",
+                    {"multiline": True, "default": ""},
+                ),
+            }
+        }
+
+    RETURN_TYPES = (WILDCARD,)
+    RETURN_NAMES = ("text",)
+
+    FUNCTION = "run"
+
+    CATEGORY = "🔗ComfyDeploy"
+
+    def run(self, input_id, options=None, default_value=None, display_name=None, description=None):
+        return [default_value]

comfy-nodes/external_exr.py

@@ -10,6 +10,7 @@ class ComfyUIDeployExternalEXR:
     RETURN_TYPES = ("IMAGE", "MASK")
     RETURN_NAMES = ("image", "mask") 
     FUNCTION = "load_exr"
+    CATEGORY = "🔗ComfyDeploy"
     
     @classmethod
     def INPUT_TYPES(cls):

comfy-nodes/external_face_model.py

@@ -48,10 +48,8 @@ class ComfyUIDeployExternalFaceModel:
 
     RETURN_TYPES = (WILDCARD,)
     RETURN_NAMES = ("path",)
-
     FUNCTION = "run"
-
-    CATEGORY = "deploy"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(
         self,

comfy-nodes/external_image.py

@@ -29,10 +29,8 @@ class ComfyUIDeployExternalImage:
 
     RETURN_TYPES = ("IMAGE",)
     RETURN_NAMES = ("image",)
-
     FUNCTION = "run"
-
-    CATEGORY = "image"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None, default_value_url=None):
         image = default_value

comfy-nodes/external_image_alpha.py

@@ -28,10 +28,8 @@ class ComfyUIDeployExternalImageAlpha:
 
     RETURN_TYPES = ("IMAGE",)
     RETURN_NAMES = ("image",)
-
     FUNCTION = "run"
-
-    CATEGORY = "image"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         image = default_value

comfy-nodes/external_image_batch.py

@@ -34,10 +34,8 @@ class ComfyUIDeployExternalImageBatch:
 
     RETURN_TYPES = ("IMAGE",)
     RETURN_NAMES = ("image",)
-
     FUNCTION = "run"
-
-    CATEGORY = "image"
+    CATEGORY = "🔗ComfyDeploy"
     
     def process_image(self, image):
         image = ImageOps.exif_transpose(image)

comfy-nodes/external_lora.py

@@ -46,10 +46,8 @@ class ComfyUIDeployExternalLora:
 
     RETURN_TYPES = (WILDCARD,)
     RETURN_NAMES = ("path",)
-
     FUNCTION = "run"
-
-    CATEGORY = "deploy"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(
         self,

comfy-nodes/external_number.py

@@ -31,10 +31,8 @@ class ComfyUIDeployExternalNumber:
 
     RETURN_TYPES = ("FLOAT",)
     RETURN_NAMES = ("value",)
-
     FUNCTION = "run"
-
-    CATEGORY = "number"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         try:

comfy-nodes/external_number_int.py

@@ -31,10 +31,8 @@ class ComfyUIDeployExternalNumberInt:
 
     RETURN_TYPES = ("INT",)
     RETURN_NAMES = ("value",)
-
     FUNCTION = "run"
-
-    CATEGORY = "number"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         if not input_id or (isinstance(input_id, str) and not input_id.strip().isdigit()):

comfy-nodes/external_number_slider.py

@@ -34,10 +34,8 @@ class ComfyUIDeployExternalNumberSlider:
 
     RETURN_TYPES = ("FLOAT",)
     RETURN_NAMES = ("value",)
-
     FUNCTION = "run"
-
-    CATEGORY = "number"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, min_value=0, max_value=1, display_name=None, description=None):
         try:

comfy-nodes/external_string_combine.py

@@ -18,7 +18,7 @@ class StringFunction:
 
     RETURN_TYPES = ("STRING",)
     FUNCTION = "exec"
-    CATEGORY = "utils"
+    CATEGORY = "🔗ComfyDeploy"
     OUTPUT_NODE = True
 
     def exec(self, action, tidy_tags, text_a="", text_b="", text_c=""):

comfy-nodes/external_text.py

@@ -34,7 +34,7 @@ class ComfyUIDeployExternalText:
 
     FUNCTION = "run"
 
-    CATEGORY = "text"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         return [default_value]

comfy-nodes/external_text_any.py

@@ -36,7 +36,7 @@ class ComfyUIDeployExternalTextAny:
 
     FUNCTION = "run"
 
-    CATEGORY = "text"
+    CATEGORY = "🔗ComfyDeploy"
 
     def run(self, input_id, default_value=None, display_name=None, description=None):
         return [default_value]

comfy-nodes/external_vid.py

@@ -36,6 +36,7 @@ class ComfyUIDeployExternalVideo:
     RETURN_NAMES = ("video")
 
     FUNCTION = "load_video"
+    CATEGORY = "🔗ComfyDeploy"
 
     def load_video(self, input_id, default_value):
         input_dir = folder_paths.get_input_directory()

comfy-nodes/external_video.py

@@ -791,6 +791,7 @@ class ComfyUIDeployExternalVideo:
     )
 
     FUNCTION = "load_video"
+    CATEGORY = "🔗ComfyDeploy"
 
     def load_video(self, **kwargs):
         input_id = kwargs.get("input_id")

comfy-nodes/input_websocket_image.py

@@ -33,6 +33,7 @@ class ComfyDeployWebscoketImageInput:
     RETURN_NAMES = ("images",)
 
     FUNCTION = "run"
+    CATEGORY = "🔗ComfyDeploy"
 
     @classmethod
     def VALIDATE_INPUTS(s, input_id):

comfy-nodes/model_list.py

@@ -1,60 +0,0 @@
-import folder_paths
-class AnyType(str):
-    def __ne__(self, __value: object) -> bool:
-        return False
-
-from os import walk
-
-WILDCARD = AnyType("*")
-
-MODEL_EXTENSIONS = {
-    "safetensors": "SafeTensors file format",
-    "ckpt": "Checkpoint file",
-    "pth": "PyTorch serialized file",
-    "pkl": "Pickle file",
-    "onnx": "ONNX file",
-}
-
-def fetch_files(path):
-    for (dirpath, dirnames, filenames) in walk(path):
-        fs = []
-        if len(dirnames) > 0:
-            for dirname in dirnames:
-                fs.extend(fetch_files(f"{dirpath}/{dirname}"))
-        for filename in filenames:
-            # Remove "./models/" from the beginning of dirpath
-            relative_dirpath = dirpath.replace("./models/", "", 1)
-            file_path = f"{relative_dirpath}/{filename}"
-            
-            # Only add files that are known model extensions
-            file_extension = filename.split('.')[-1].lower()
-            if file_extension in MODEL_EXTENSIONS:
-                fs.append(file_path)
-
-        return fs
-allModels = fetch_files("./models")
-
-class ComfyUIDeployModalList:
-    @classmethod
-    def INPUT_TYPES(s):
-        return {
-            "required": {
-                "model": (allModels, ),
-            }
-        }
-
-    RETURN_TYPES = (WILDCARD,)
-    RETURN_NAMES = ("model",)
-
-    FUNCTION = "run"
-
-    CATEGORY = "model"
-
-    def run(self, model=""):
-        # Split the model path by '/' and select the last item
-        model_name = model.split('/')[-1]
-        return [model_name]
-
-
-NODE_CLASS_MAPPINGS = {"ComfyUIDeployModelList": ComfyUIDeployModalList}
-NODE_DISPLAY_NAME_MAPPINGS = {"ComfyUIDeployModelList": "Model List (ComfyUI Deploy)"}

comfy-nodes/output_image.py

@@ -27,6 +27,8 @@ class ComfyDeployOutputImage:
                 ),
                 "file_type": (["png", "jpg", "webp"], {"default": "webp"}),
                 "quality": ("INT", {"default": 80, "min": 1, "max": 100, "step": 1}),
+            },
+            "optional": {
                 "output_id": (
                     "STRING",
                     {"multiline": False, "default": "output_images"},
@@ -39,8 +41,7 @@ class ComfyDeployOutputImage:
     FUNCTION = "run"
 
     OUTPUT_NODE = True
-
-    CATEGORY = "output"
+    CATEGORY = "🔗ComfyDeploy"
     DESCRIPTION = "Saves the input images to your ComfyUI output directory."
 
     def run(

comfy-nodes/output_websocket_image.py

@@ -33,10 +33,8 @@ class ComfyDeployWebscoketImageOutput:
 
     RETURN_TYPES = ()
     RETURN_NAMES = ("text",)
-
     FUNCTION = "run"
-
-    CATEGORY = "output"
+    CATEGORY = "🔗ComfyDeploy"
     
     @classmethod
     def VALIDATE_INPUTS(s, output_id):

custom_routes.py

@@ -139,7 +139,7 @@ async def async_request_with_retry(
                 logger.error(f"Error response body: {error_body}")
 
             if attempt == max_retries - 1:
-                logger.error(f"Request failed after {max_retries} attempts: {e}")
+                logger.error(f"Request {method} : {url} failed after {max_retries} attempts: {e}")
                 raise
 
         await asyncio.sleep(retry_delay)
@@ -147,7 +147,7 @@ async def async_request_with_retry(
 
     total_time = time.time() - start_time
     raise Exception(
-        f"Request failed after {max_retries} attempts and {total_time:.2f} seconds"
+        f"Request {method} : {url} failed after {max_retries} attempts and {total_time:.2f} seconds"
     )
 
 
@@ -304,6 +304,11 @@ def post_prompt(json_data):
 
 
 def randomSeed(num_digits=15):
+    # Special case for SONICSampler which uses np.int32
+    if num_digits == "sonic":
+        return random.randint(0, 2147483647)  # np.iinfo(np.int32).max
+
+    # Original logic for other cases
     range_start = 10 ** (num_digits - 1)
     range_end = (10**num_digits) - 1
     return random.randint(range_start, range_end)
@@ -322,6 +327,13 @@ def apply_random_seed_to_workflow(workflow_api):
                 # If seed is a list, it's an input from another node (generally `external number int`)
                 if isinstance(workflow_api[key]["inputs"]["seed"], list):
                     continue
+                # Special case for SONICSampler
+                if workflow_api[key]["class_type"] == "SONICSampler":
+                    workflow_api[key]["inputs"]["seed"] = randomSeed("sonic")
+                    logger.info(
+                        f"Applied random seed {workflow_api[key]['inputs']['seed']} to SONICSampler"
+                    )
+                    continue
                 if workflow_api[key]["class_type"] == "PromptExpansion":
                     workflow_api[key]["inputs"]["seed"] = randomSeed(8)
                     logger.info(
@@ -355,6 +367,12 @@ def apply_random_seed_to_workflow(workflow_api):
                         f"Applied random noise_seed {workflow_api[key]['inputs']['noise_seed']} to SamplerCustom"
                     )
                     continue
+                if workflow_api[key]["class_type"] == "XlabsSampler":
+                    workflow_api[key]["inputs"]["noise_seed"] = randomSeed()
+                    logger.info(
+                        f"Applied random noise_seed {workflow_api[key]['inputs']['noise_seed']} to SamplerCustom"
+                    )
+                    continue
 
 
 def apply_inputs_to_workflow(workflow_api: Any, inputs: Any, sid: str = None):
@@ -1292,7 +1310,7 @@ send_json = prompt_server.send_json
 
 
 async def send_json_override(self, event, data, sid=None):
-    # logger.info("INTERNAL:", event, data, sid)
+    # logger.info(f"INTERNAL: event={event}, data={data}, sid={sid}")
     prompt_id = data.get("prompt_id")
 
     target_sid = sid
@@ -1996,9 +2014,12 @@ async def upload_in_background(
                     if file_type == "model_file":
                         if isinstance(item, str):
                             filename = os.path.basename(item)
+                            # Extract folder name from the path
+                            folder_path = os.path.dirname(item)
+                            subfolder = os.path.basename(folder_path) if folder_path else ""
                             item = {
                                 "filename": filename,
-                                "subfolder": "",
+                                "subfolder": subfolder,
                                 "type": "output",
                             }
 
@@ -2650,6 +2671,8 @@ class UploadQueue:
                 node_id = upload_task["node_id"]
                 upload_id = upload_task["upload_id"]
 
+                print(file_info)
+
                 try:
                     # Coordinate the actual start of the upload
                     async with self.upload_lock:

example_workflows/lora-model.json

@@ -0,0 +1,152 @@
+{
+  "id": "ed93ac94-4f26-4ed3-a57b-73cd8f4d3494",
+  "revision": 0,
+  "last_node_id": 5,
+  "last_link_id": 1,
+  "nodes": [
+    {
+      "id": 2,
+      "type": "LoraLoader",
+      "pos": [
+        736.646728515625,
+        628.3823852539062
+      ],
+      "size": [
+        315,
+        126
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": null
+        },
+        {
+          "name": "lora_name",
+          "type": "COMBO",
+          "widget": {
+            "name": "lora_name"
+          },
+          "link": 1
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": null
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoraLoader"
+      },
+      "widgets_values": [
+        "1-292.safetensors",
+        1,
+        1
+      ]
+    },
+    {
+      "id": 1,
+      "type": "ComfyUIDeployExternalLora",
+      "pos": [
+        299.6898498535156,
+        624.7929077148438
+      ],
+      "size": [
+        400,
+        208
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "path",
+          "type": "*",
+          "links": [
+            1
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-deploy",
+        "ver": "cd3a2ff5471828f9c840e746551592e882c05aa4",
+        "Node name for S&R": "ComfyUIDeployExternalLora"
+      },
+      "widgets_values": [
+        "input_lora",
+        "HyperSD\\FLUX.1\\Hyper-FLUX.1-dev-16steps-lora.safetensors",
+        "",
+        "",
+        "",
+        ""
+      ]
+    },
+    {
+      "id": 5,
+      "type": "Note",
+      "pos": [
+        302.09033203125,
+        401.2951965332031
+      ],
+      "size": [
+        479.4894104003906,
+        161.61924743652344
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "\"External Lora\" node will let you to use different loras from the Comfy Deploy UI or even via API.\n\n- lora_url:\n  url that will be used to download your LoRA model in execution time\n\n- lora_save_name:\n  when we download your model, this will be saved in your private storage, \n  give it a good name :D"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    }
+  ],
+  "links": [
+    [
+      1,
+      1,
+      0,
+      2,
+      2,
+      "COMBO"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1.167184107045006,
+      "offset": [
+        298.431389807788,
+        -207.58877445762934
+      ]
+    },
+    "VHS_latentpreview": false,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

example_workflows/masks.json

@@ -0,0 +1,873 @@
+{
+  "id": "351f402b-62f2-4f62-8a5e-0b9d3510e8f9",
+  "revision": 0,
+  "last_node_id": 29,
+  "last_link_id": 28,
+  "nodes": [
+    {
+      "id": 11,
+      "type": "JoinImageWithAlpha",
+      "pos": [
+        814.478271484375,
+        419.3052062988281
+      ],
+      "size": [
+        264.5999755859375,
+        46
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 10
+        },
+        {
+          "name": "alpha",
+          "type": "MASK",
+          "link": 12
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            11
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "JoinImageWithAlpha"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 15,
+      "type": "PreviewImage",
+      "pos": [
+        1950,
+        640
+      ],
+      "size": [
+        210,
+        246
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 16
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 10,
+      "type": "LoadImage",
+      "pos": [
+        467.8168640136719,
+        422.453857421875
+      ],
+      "size": [
+        315,
+        314
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            10
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": [
+            12
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "Bob-Minion-Background-PNG-Image.png",
+        "image",
+        ""
+      ]
+    },
+    {
+      "id": 18,
+      "type": "Note",
+      "pos": [
+        460.8001708984375,
+        263.64251708984375
+      ],
+      "size": [
+        379.4292297363281,
+        88
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Option 1: CREATE THE MASK FROM THE ALPHA CHANNEL (Useful for example to generate the background of an image)\n\nMake sure that you are using \"External Image Alpha\". \n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 21,
+      "type": "LoadImage",
+      "pos": [
+        469.57025146484375,
+        1506.3018798828125
+      ],
+      "size": [
+        315,
+        314
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            18
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "ComfyUI_temp_otmos_00005_.png",
+        "image",
+        ""
+      ]
+    },
+    {
+      "id": 25,
+      "type": "MaskToImage",
+      "pos": [
+        1283.1668701171875,
+        1579.603271484375
+      ],
+      "size": [
+        176.39999389648438,
+        26
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 28
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            21
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "MaskToImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 13,
+      "type": "SplitImageWithAlpha",
+      "pos": [
+        1602.5518798828125,
+        417.59869384765625
+      ],
+      "size": [
+        277.20001220703125,
+        46
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 13
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            14,
+            25
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": [
+            15,
+            26
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "SplitImageWithAlpha"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 29,
+      "type": "VAEEncodeForInpaint",
+      "pos": [
+        2220.89453125,
+        401.0885009765625
+      ],
+      "size": [
+        340.20001220703125,
+        98
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 25
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": null
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 26
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "VAEEncodeForInpaint"
+      },
+      "widgets_values": [
+        6
+      ]
+    },
+    {
+      "id": 14,
+      "type": "PreviewImage",
+      "pos": [
+        1950,
+        350
+      ],
+      "size": [
+        210,
+        246
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 14
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 17,
+      "type": "MaskToImage",
+      "pos": [
+        1752.33203125,
+        572.061767578125
+      ],
+      "size": [
+        176.39999389648438,
+        26
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 15
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            16
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "MaskToImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 27,
+      "type": "PreviewImage",
+      "pos": [
+        1329.2960205078125,
+        1132.759765625
+      ],
+      "size": [
+        210,
+        246
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 22
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 20,
+      "type": "LoadImage",
+      "pos": [
+        468.1963806152344,
+        1128.9498291015625
+      ],
+      "size": [
+        315,
+        314
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            17
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": []
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "clipspace/clipspace-mask-1126817.300000012.png [input]",
+        "image",
+        ""
+      ]
+    },
+    {
+      "id": 24,
+      "type": "ImageToMask",
+      "pos": [
+        1255.560302734375,
+        1468.347900390625
+      ],
+      "size": [
+        315,
+        58
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 19
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": [
+            24,
+            28
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "ImageToMask"
+      },
+      "widgets_values": [
+        "red"
+      ]
+    },
+    {
+      "id": 26,
+      "type": "PreviewImage",
+      "pos": [
+        1488.1925048828125,
+        1579.146728515625
+      ],
+      "size": [
+        210,
+        246
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 21
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 28,
+      "type": "VAEEncodeForInpaint",
+      "pos": [
+        1637.603271484375,
+        1182.81298828125
+      ],
+      "size": [
+        340.20001220703125,
+        98
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 23
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": null
+        },
+        {
+          "name": "mask",
+          "type": "MASK",
+          "link": 24
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "VAEEncodeForInpaint"
+      },
+      "widgets_values": [
+        6
+      ]
+    },
+    {
+      "id": 19,
+      "type": "Note",
+      "pos": [
+        467.4615173339844,
+        985.1439819335938
+      ],
+      "size": [
+        379.4292297363281,
+        88
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Option 2: UPLOAD THE MASK AS OTHER IMAGE (useful if you require the image that is below the mask to do inpainting, in this case to generate new glasses)"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 22,
+      "type": "ComfyUIDeployExternalImage",
+      "pos": [
+        910.8199462890625,
+        1132.306396484375
+      ],
+      "size": [
+        390.5999755859375,
+        154
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "default_value",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 17
+        }
+      ],
+      "outputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "links": [
+            22,
+            23
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-deploy",
+        "ver": "cd3a2ff5471828f9c840e746551592e882c05aa4",
+        "Node name for S&R": "ComfyUIDeployExternalImage"
+      },
+      "widgets_values": [
+        "input_image",
+        "",
+        "",
+        "",
+        ""
+      ]
+    },
+    {
+      "id": 23,
+      "type": "ComfyUIDeployExternalImage",
+      "pos": [
+        843.6348876953125,
+        1467.8876953125
+      ],
+      "size": [
+        390.5999755859375,
+        154
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "default_value",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 18
+        }
+      ],
+      "outputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "links": [
+            19
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-deploy",
+        "ver": "cd3a2ff5471828f9c840e746551592e882c05aa4",
+        "Node name for S&R": "ComfyUIDeployExternalImage"
+      },
+      "widgets_values": [
+        "input_image_mask",
+        "",
+        "",
+        "",
+        ""
+      ]
+    },
+    {
+      "id": 12,
+      "type": "ComfyUIDeployExternalImageAlpha",
+      "pos": [
+        1107.891357421875,
+        418.2679138183594
+      ],
+      "size": [
+        466.1999816894531,
+        200
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "default_value",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 11
+        }
+      ],
+      "outputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "links": [
+            13
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-deploy",
+        "ver": "cd3a2ff5471828f9c840e746551592e882c05aa4",
+        "Node name for S&R": "ComfyUIDeployExternalImageAlpha"
+      },
+      "widgets_values": [
+        "input_image_alpha",
+        "",
+        ""
+      ]
+    }
+  ],
+  "links": [
+    [
+      10,
+      10,
+      0,
+      11,
+      0,
+      "IMAGE"
+    ],
+    [
+      11,
+      11,
+      0,
+      12,
+      0,
+      "IMAGE"
+    ],
+    [
+      12,
+      10,
+      1,
+      11,
+      1,
+      "MASK"
+    ],
+    [
+      13,
+      12,
+      0,
+      13,
+      0,
+      "IMAGE"
+    ],
+    [
+      14,
+      13,
+      0,
+      14,
+      0,
+      "IMAGE"
+    ],
+    [
+      15,
+      13,
+      1,
+      17,
+      0,
+      "MASK"
+    ],
+    [
+      16,
+      17,
+      0,
+      15,
+      0,
+      "IMAGE"
+    ],
+    [
+      17,
+      20,
+      0,
+      22,
+      0,
+      "IMAGE"
+    ],
+    [
+      18,
+      21,
+      0,
+      23,
+      0,
+      "IMAGE"
+    ],
+    [
+      19,
+      23,
+      0,
+      24,
+      0,
+      "IMAGE"
+    ],
+    [
+      21,
+      25,
+      0,
+      26,
+      0,
+      "IMAGE"
+    ],
+    [
+      22,
+      22,
+      0,
+      27,
+      0,
+      "IMAGE"
+    ],
+    [
+      23,
+      22,
+      0,
+      28,
+      0,
+      "IMAGE"
+    ],
+    [
+      24,
+      24,
+      0,
+      28,
+      2,
+      "MASK"
+    ],
+    [
+      25,
+      13,
+      0,
+      29,
+      0,
+      "IMAGE"
+    ],
+    [
+      26,
+      13,
+      1,
+      29,
+      2,
+      "MASK"
+    ],
+    [
+      28,
+      24,
+      0,
+      25,
+      0,
+      "MASK"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.9646149645000013,
+      "offset": [
+        48.66905973637718,
+        -817.5683540167485
+      ]
+    },
+    "VHS_latentpreview": false,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

examples/flux-dev.json

@@ -0,0 +1,359 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.6010518407212623,
+      "offset": [815.5938895649746, 84.94304700477853]
+    },
+    "node_versions": {
+      "comfy-core": "0.3.19",
+      "comfyui-deploy": "b3df94d1affcf7ce05ee7eeda99989194bcd9159"
+    }
+  },
+  "links": [
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [45, 30, 1, 6, 0, "CLIP"],
+    [46, 30, 2, 8, 1, "VAE"],
+    [47, 30, 0, 31, 0, "MODEL"],
+    [51, 27, 0, 31, 3, "LATENT"],
+    [52, 31, 0, 8, 0, "LATENT"],
+    [54, 30, 1, 33, 0, "CLIP"],
+    [55, 33, 0, 31, 2, "CONDITIONING"],
+    [56, 6, 0, 35, 0, "CONDITIONING"],
+    [57, 35, 0, 31, 1, "CONDITIONING"],
+    [58, 38, 0, 6, 1, "STRING"],
+    [59, 40, 0, 27, 0, "INT"],
+    [60, 39, 0, 27, 1, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 6,
+      "pos": [384, 192],
+      "mode": 0,
+      "size": [422.8500061035156, 164.30999755859375],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 7,
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "inputs": [
+        { "link": 45, "name": "clip", "type": "CLIP" },
+        {
+          "pos": [10, 36],
+          "link": 58,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [56],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "cute anime girl with massive fluffy fennec ears and a big fluffy tail blonde messy long hair blue eyes wearing a maid outfit with a long black gold leaf pattern dress and a white apron mouth open placing a fancy black forest cake with candles on top of a dinner table of an old dark Victorian mansion lit by candlelight with a bright window to the foggy forest and very expensive stuff everywhere there are paintings on the walls"
+      ]
+    },
+    {
+      "id": 8,
+      "pos": [1151, 195],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 11,
+      "inputs": [
+        { "link": 52, "name": "samples", "type": "LATENT" },
+        { "link": 46, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [9], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "pos": [1375, 194],
+      "mode": 0,
+      "size": [985.2999877929688, 1060.3800048828125],
+      "type": "SaveImage",
+      "flags": {},
+      "order": 12,
+      "inputs": [{ "link": 9, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 31,
+      "pos": [816, 192],
+      "mode": 0,
+      "size": [315, 262],
+      "type": "KSampler",
+      "flags": {},
+      "order": 10,
+      "inputs": [
+        { "link": 47, "name": "model", "type": "MODEL" },
+        { "link": 57, "name": "positive", "type": "CONDITIONING" },
+        { "link": 55, "name": "negative", "type": "CONDITIONING" },
+        { "link": 51, "name": "latent_image", "type": "LATENT" }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [52],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "KSampler" },
+      "widgets_values": [
+        1024035737089801,
+        "randomize",
+        20,
+        1,
+        "euler",
+        "simple",
+        1
+      ]
+    },
+    {
+      "id": 35,
+      "pos": [576, 96],
+      "mode": 0,
+      "size": [211.60000610351562, 58],
+      "type": "FluxGuidance",
+      "flags": {},
+      "order": 9,
+      "inputs": [
+        { "link": 56, "name": "conditioning", "type": "CONDITIONING" }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [57],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "FluxGuidance" },
+      "widgets_values": [3.5]
+    },
+    {
+      "id": 37,
+      "pos": [60, 345],
+      "mode": 0,
+      "size": [225, 88],
+      "type": "MarkdownNote",
+      "color": "#432",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "🛈 [Learn more about this workflow](https://comfyanonymous.github.io/ComfyUI_examples/flux/#flux-dev-1)"
+      ]
+    },
+    {
+      "id": 34,
+      "pos": [825, 510],
+      "mode": 0,
+      "size": [282.8599853515625, 164.0800018310547],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "text": "" },
+      "widgets_values": [
+        "Note that Flux dev and schnell do not have any negative prompt so CFG should be set to 1.0. Setting CFG to 1.0 means the negative prompt is ignored."
+      ]
+    },
+    {
+      "id": 30,
+      "pos": [48, 192],
+      "mode": 0,
+      "size": [315, 98],
+      "type": "CheckpointLoaderSimple",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [47],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [45, 54],
+          "shape": 3,
+          "slot_index": 1
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [46],
+          "shape": 3,
+          "slot_index": 2
+        }
+      ],
+      "properties": { "Node name for S&R": "CheckpointLoaderSimple" },
+      "widgets_values": ["FLUX1/flux1-dev-fp8.safetensors"]
+    },
+    {
+      "id": 33,
+      "pos": [390, 400],
+      "mode": 0,
+      "size": [422.8500061035156, 164.30999755859375],
+      "type": "CLIPTextEncode",
+      "color": "#322",
+      "flags": { "collapsed": true },
+      "order": 6,
+      "title": "CLIP Text Encode (Negative Prompt)",
+      "inputs": [
+        { "link": 54, "name": "clip", "type": "CLIP", "slot_index": 0 }
+      ],
+      "bgcolor": "#533",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [55],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [""]
+    },
+    {
+      "id": 27,
+      "pos": [461.8629455566406, 460.2491149902344],
+      "mode": 0,
+      "size": [315, 126],
+      "type": "EmptySD3LatentImage",
+      "color": "#323",
+      "flags": {},
+      "order": 8,
+      "inputs": [
+        {
+          "pos": [10, 60],
+          "link": 59,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        },
+        {
+          "pos": [10, 36],
+          "link": 60,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        }
+      ],
+      "bgcolor": "#535",
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [51],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "EmptySD3LatentImage" },
+      "widgets_values": [1024, 1024, 1]
+    },
+    {
+      "id": 38,
+      "pos": [-497.3238525390625, 306.5517578125],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [58] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "prompt",
+        "cute anime girl with massive fluffy fennec ears and a big fluffy tail blonde messy long hair blue eyes wearing a maid outfit with a long black gold leaf pattern dress and a white apron mouth open placing a fancy black forest cake with candles on top of a dinner table of an old dark Victorian mansion lit by candlelight with a bright window to the foggy forest and very expensive stuff everywhere there are paintings on the walls",
+        "Prompt",
+        "The prompt to generate an image from."
+      ]
+    },
+    {
+      "id": 39,
+      "pos": [-507.4543762207031, 612.9552001953125],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [60], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["width", 1024, "Width", "The width of the image."]
+    },
+    {
+      "id": 40,
+      "pos": [-497.8695068359375, 864.68994140625],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 5,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [59], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["height", 1024, "Height", "The height of the image."]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Input",
+      "bounding": [
+        -508.010986328125, 186.76593017578125, 453.23040771484375,
+        334.3218994140625
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#A88",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -517.1227416992188, 537.53759765625, 644.4954223632812,
+        599.2609252929688
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 60,
+  "last_node_id": 40
+}

examples/flux-schnell.json

@@ -0,0 +1,423 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.6830134553650709,
+      "offset": [750.2474149300585, 120.48924647647146]
+    },
+    "node_versions": {
+      "comfy-core": "0.3.19",
+      "comfyui-deploy": "171a227856bd5f31e97828d89f83f3741004d05e"
+    }
+  },
+  "links": [
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [10, 11, 0, 6, 0, "CLIP"],
+    [12, 10, 0, 8, 1, "VAE"],
+    [19, 16, 0, 13, 2, "SAMPLER"],
+    [20, 17, 0, 13, 3, "SIGMAS"],
+    [23, 5, 0, 13, 4, "LATENT"],
+    [24, 13, 0, 8, 0, "LATENT"],
+    [30, 22, 0, 13, 1, "GUIDER"],
+    [37, 25, 0, 13, 0, "NOISE"],
+    [38, 12, 0, 17, 0, "MODEL"],
+    [39, 12, 0, 22, 0, "MODEL"],
+    [40, 6, 0, 22, 1, "CONDITIONING"],
+    [41, 28, 0, 6, 1, "STRING"],
+    [44, 29, 0, 5, 0, "INT"],
+    [45, 30, 0, 5, 1, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 13,
+      "pos": [842, 215],
+      "mode": 0,
+      "size": [355.20001220703125, 106],
+      "type": "SamplerCustomAdvanced",
+      "flags": {},
+      "order": 14,
+      "inputs": [
+        { "link": 37, "name": "noise", "type": "NOISE", "slot_index": 0 },
+        { "link": 30, "name": "guider", "type": "GUIDER", "slot_index": 1 },
+        { "link": 19, "name": "sampler", "type": "SAMPLER", "slot_index": 2 },
+        { "link": 20, "name": "sigmas", "type": "SIGMAS", "slot_index": 3 },
+        {
+          "link": 23,
+          "name": "latent_image",
+          "type": "LATENT",
+          "slot_index": 4
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "LATENT",
+          "links": [24],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": { "Node name for S&R": "SamplerCustomAdvanced" },
+      "widgets_values": []
+    },
+    {
+      "id": 8,
+      "pos": [1248, 192],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 15,
+      "inputs": [
+        { "link": 24, "name": "samples", "type": "LATENT" },
+        { "link": 12, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [9], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
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+    {
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+      "pos": [559, 125],
+      "mode": 0,
+      "size": [241.79998779296875, 46],
+      "type": "BasicGuider",
+      "flags": {},
+      "order": 13,
+      "inputs": [
+        { "link": 39, "name": "model", "type": "MODEL", "slot_index": 0 },
+        {
+          "link": 40,
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "slot_index": 1
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [30],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "BasicGuider" },
+      "widgets_values": []
+    },
+    {
+      "id": 16,
+      "pos": [480, 720],
+      "mode": 0,
+      "size": [315, 58],
+      "type": "KSamplerSelect",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "SAMPLER", "type": "SAMPLER", "links": [19], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "KSamplerSelect" },
+      "widgets_values": ["euler"]
+    },
+    {
+      "id": 17,
+      "pos": [480, 816],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "BasicScheduler",
+      "flags": {},
+      "order": 10,
+      "inputs": [
+        { "link": 38, "name": "model", "type": "MODEL", "slot_index": 0 }
+      ],
+      "outputs": [
+        { "name": "SIGMAS", "type": "SIGMAS", "links": [20], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "BasicScheduler" },
+      "widgets_values": ["simple", 4, 1]
+    },
+    {
+      "id": 27,
+      "pos": [480, 960],
+      "mode": 0,
+      "size": [311.3529052734375, 131.16229248046875],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "text": "" },
+      "widgets_values": [
+        "The schnell model is a distilled model that can generate a good image with only 4 steps."
+      ]
+    },
+    {
+      "id": 9,
+      "pos": [1488, 192],
+      "mode": 0,
+      "size": [985.3012084960938, 1060.3828125],
+      "type": "SaveImage",
+      "flags": {},
+      "order": 16,
+      "inputs": [{ "link": 9, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 25,
+      "pos": [480, 587.7890625],
+      "mode": 0,
+      "size": [315, 82],
+      "type": "RandomNoise",
+      "color": "#2a363b",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "bgcolor": "#3f5159",
+      "outputs": [
+        { "name": "NOISE", "type": "NOISE", "links": [37], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "RandomNoise" },
+      "widgets_values": [393845863554716, "randomize"]
+    },
+    {
+      "id": 5,
+      "pos": [471.7746276855469, 423.91571044921875],
+      "mode": 0,
+      "size": [315, 126],
+      "type": "EmptyLatentImage",
+      "color": "#323",
+      "flags": {},
+      "order": 12,
+      "inputs": [
+        {
+          "pos": [10, 36],
+          "link": 44,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        },
+        {
+          "pos": [10, 60],
+          "link": 45,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        }
+      ],
+      "bgcolor": "#535",
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [23], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "EmptyLatentImage" },
+      "widgets_values": [1024, 1024, 1]
+    },
+    {
+      "id": 26,
+      "pos": [41.60395812988281, 517.059326171875],
+      "mode": 0,
+      "size": [336, 288],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "text": "" },
+      "widgets_values": [
+        "If you get an error in any of the nodes above make sure the files are in the correct directories.\n\nSee the top of the examples page for the links : https://comfyanonymous.github.io/ComfyUI_examples/flux/\n\nflux1-schnell.safetensors goes in: ComfyUI/models/unet/\n\nt5xxl_fp16.safetensors and clip_l.safetensors go in: ComfyUI/models/clip/\n\nae.safetensors goes in: ComfyUI/models/vae/\n\n\nTip: You can set the weight_dtype above to one of the fp8 types if you have memory issues."
+      ]
+    },
+    {
+      "id": 11,
+      "pos": [45.584651947021484, 229.13525390625],
+      "mode": 0,
+      "size": [315, 122],
+      "type": "DualCLIPLoader",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [10],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "DualCLIPLoader" },
+      "widgets_values": [
+        "t5xxl_fp16.safetensors",
+        "clip_l.safetensors",
+        "flux",
+        "default"
+      ]
+    },
+    {
+      "id": 12,
+      "pos": [45.92215347290039, 95.6536865234375],
+      "mode": 0,
+      "size": [315, 82],
+      "type": "UNETLoader",
+      "color": "#223",
+      "flags": { "pinned": true },
+      "order": 5,
+      "inputs": [],
+      "bgcolor": "#335",
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [38, 39],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "UNETLoader" },
+      "widgets_values": ["flux1-schnell.safetensors", "default"]
+    },
+    {
+      "id": 6,
+      "pos": [385.87054443359375, 216.75625610351562],
+      "mode": 0,
+      "size": [422.84503173828125, 164.31304931640625],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 11,
+      "inputs": [
+        { "link": 10, "name": "clip", "type": "CLIP" },
+        {
+          "pos": [10, 36],
+          "link": 41,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [40],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "a bottle with a beautiful rainbow galaxy inside it on top of a wooden table in the middle of a modern kitchen beside a plate of vegetables and mushrooms and a wine glasse that contains a planet earth with a plate with a half eaten apple pie on it"
+      ]
+    },
+    {
+      "id": 10,
+      "pos": [42.45906066894531, 405.2187805175781],
+      "mode": 0,
+      "size": [315, 58],
+      "type": "VAELoader",
+      "flags": {},
+      "order": 6,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [12],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "VAELoader" },
+      "widgets_values": ["ae.sft"]
+    },
+    {
+      "id": 28,
+      "pos": [-620.3922119140625, 199.8013916015625],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 7,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [41] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "prompt",
+        "a bottle with a beautiful rainbow galaxy inside it on top of a wooden table in the middle of a modern kitchen beside a plate of vegetables and mushrooms and a wine glasse that contains a planet earth with a plate with a half eaten apple pie on it",
+        "Prompt",
+        "The prompt to generate an image from."
+      ]
+    },
+    {
+      "id": 29,
+      "pos": [-677.4290161132812, 597.3389282226562],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 8,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [44], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["width", 1024, "Width", "The width of the image."]
+    },
+    {
+      "id": 30,
+      "pos": [-670.0703735351562, 848.3707885742188],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 9,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [45], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["height", 1024, "Height", "The height of the image."]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Input",
+      "bounding": [
+        -652.184326171875, 99.11231994628906, 565.7923583984375,
+        362.8800354003906
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#A88",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -720.3274536132812, 508.1206970214844, 703.0422973632812,
+        576.5584716796875
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 45,
+  "last_node_id": 30
+}

examples/hunyuan-video.json

@@ -0,0 +1,482 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.6830134553650709,
+      "offset": [1030.9627343190857, 159.73178253107423]
+    },
+    "groupNodes": {},
+    "node_versions": {
+      "comfy-core": "0.3.12",
+      "comfyui-deploy": "b3df94d1affcf7ce05ee7eeda99989194bcd9159"
+    }
+  },
+  "links": [
+    [19, 16, 0, 13, 2, "SAMPLER"],
+    [20, 17, 0, 13, 3, "SIGMAS"],
+    [30, 22, 0, 13, 1, "GUIDER"],
+    [37, 25, 0, 13, 0, "NOISE"],
+    [129, 26, 0, 22, 1, "CONDITIONING"],
+    [175, 44, 0, 26, 0, "CONDITIONING"],
+    [180, 45, 0, 13, 4, "LATENT"],
+    [181, 13, 0, 8, 0, "LATENT"],
+    [190, 12, 0, 17, 0, "MODEL"],
+    [195, 67, 0, 22, 0, "MODEL"],
+    [205, 11, 0, 44, 0, "CLIP"],
+    [206, 10, 0, 8, 1, "VAE"],
+    [209, 12, 0, 67, 0, "MODEL"],
+    [210, 13, 0, 73, 0, "LATENT"],
+    [211, 10, 0, 73, 1, "VAE"],
+    [215, 73, 0, 75, 0, "IMAGE"],
+    [216, 78, 0, 44, 1, "STRING"],
+    [217, 79, 0, 45, 0, "INT"],
+    [218, 83, 0, 45, 1, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 16,
+      "pos": [484, 751],
+      "mode": 0,
+      "size": [315, 58],
+      "type": "KSamplerSelect",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "SAMPLER", "type": "SAMPLER", "links": [19], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "KSamplerSelect" },
+      "widgets_values": ["euler"]
+    },
+    {
+      "id": 17,
+      "pos": [478, 860],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "BasicScheduler",
+      "flags": {},
+      "order": 10,
+      "inputs": [
+        { "link": 190, "name": "model", "type": "MODEL", "slot_index": 0 }
+      ],
+      "outputs": [
+        { "name": "SIGMAS", "type": "SIGMAS", "links": [20], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "BasicScheduler" },
+      "widgets_values": ["simple", 20, 1]
+    },
+    {
+      "id": 26,
+      "pos": [520, 100],
+      "mode": 0,
+      "size": [317.4000244140625, 58],
+      "type": "FluxGuidance",
+      "color": "#233",
+      "flags": {},
+      "order": 14,
+      "inputs": [
+        { "link": 175, "name": "conditioning", "type": "CONDITIONING" }
+      ],
+      "bgcolor": "#355",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [129],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "FluxGuidance" },
+      "widgets_values": [6]
+    },
+    {
+      "id": 45,
+      "pos": [475.540771484375, 432.673583984375],
+      "mode": 0,
+      "size": [315, 130],
+      "type": "EmptyHunyuanLatentVideo",
+      "flags": {},
+      "order": 13,
+      "inputs": [
+        {
+          "link": 217,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        },
+        {
+          "link": 218,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [180], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "EmptyHunyuanLatentVideo" },
+      "widgets_values": [848, 480, 73, 1]
+    },
+    {
+      "id": 22,
+      "pos": [600, 0],
+      "mode": 0,
+      "size": [222.3482666015625, 46],
+      "type": "BasicGuider",
+      "flags": {},
+      "order": 15,
+      "inputs": [
+        { "link": 195, "name": "model", "type": "MODEL", "slot_index": 0 },
+        {
+          "link": 129,
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "slot_index": 1
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [30],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "BasicGuider" },
+      "widgets_values": []
+    },
+    {
+      "id": 67,
+      "pos": [360, 0],
+      "mode": 0,
+      "size": [210, 58],
+      "type": "ModelSamplingSD3",
+      "flags": {},
+      "order": 11,
+      "inputs": [{ "link": 209, "name": "model", "type": "MODEL" }],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [195], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ModelSamplingSD3" },
+      "widgets_values": [7]
+    },
+    {
+      "id": 73,
+      "pos": [1150, 200],
+      "mode": 0,
+      "size": [210, 150],
+      "type": "VAEDecodeTiled",
+      "flags": {},
+      "order": 18,
+      "inputs": [
+        { "link": 210, "name": "samples", "type": "LATENT" },
+        { "link": 211, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [215], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecodeTiled" },
+      "widgets_values": [256, 64, 64, 8]
+    },
+    {
+      "id": 8,
+      "pos": [1150, 90],
+      "mode": 2,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 17,
+      "inputs": [
+        { "link": 181, "name": "samples", "type": "LATENT" },
+        { "link": 206, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 77,
+      "pos": [0, 0],
+      "mode": 0,
+      "size": [350, 110],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Select a fp8 weight_dtype if you are running out of  memory."
+      ]
+    },
+    {
+      "id": 13,
+      "pos": [860, 200],
+      "mode": 0,
+      "size": [272.3617858886719, 124.53733825683594],
+      "type": "SamplerCustomAdvanced",
+      "flags": {},
+      "order": 16,
+      "inputs": [
+        { "link": 37, "name": "noise", "type": "NOISE", "slot_index": 0 },
+        { "link": 30, "name": "guider", "type": "GUIDER", "slot_index": 1 },
+        { "link": 19, "name": "sampler", "type": "SAMPLER", "slot_index": 2 },
+        { "link": 20, "name": "sigmas", "type": "SIGMAS", "slot_index": 3 },
+        {
+          "link": 180,
+          "name": "latent_image",
+          "type": "LATENT",
+          "slot_index": 4
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "LATENT",
+          "links": [181, 210],
+          "shape": 3,
+          "slot_index": 0
+        },
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": { "Node name for S&R": "SamplerCustomAdvanced" },
+      "widgets_values": []
+    },
+    {
+      "id": 75,
+      "pos": [1410, 200],
+      "mode": 0,
+      "size": [315, 366],
+      "type": "SaveAnimatedWEBP",
+      "flags": {},
+      "order": 19,
+      "inputs": [{ "link": 215, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI", 24, false, 80, "default"]
+    },
+    {
+      "id": 25,
+      "pos": [479, 618],
+      "mode": 0,
+      "size": [315, 82],
+      "type": "RandomNoise",
+      "color": "#2a363b",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "bgcolor": "#3f5159",
+      "outputs": [
+        { "name": "NOISE", "type": "NOISE", "links": [37], "shape": 3 }
+      ],
+      "properties": { "Node name for S&R": "RandomNoise" },
+      "widgets_values": [1, "randomize"]
+    },
+    {
+      "id": 12,
+      "pos": [0, 150],
+      "mode": 0,
+      "size": [350, 82],
+      "type": "UNETLoader",
+      "color": "#223",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "bgcolor": "#335",
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [190, 209],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "UNETLoader" },
+      "widgets_values": ["hunyuan_video_t2v_720p_bf16.safetensors", "default"]
+    },
+    {
+      "id": 10,
+      "pos": [0, 420],
+      "mode": 0,
+      "size": [350, 60],
+      "type": "VAELoader",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [206, 211],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "VAELoader" },
+      "widgets_values": ["hunyuan_video_vae_bf16.safetensors"]
+    },
+    {
+      "id": 11,
+      "pos": [0, 270],
+      "mode": 0,
+      "size": [350, 106],
+      "type": "DualCLIPLoader",
+      "flags": {},
+      "order": 5,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [205],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "DualCLIPLoader" },
+      "widgets_values": [
+        "clip_l.safetensors",
+        "llava_llama3_fp8_scaled.safetensors",
+        "hunyuan_video",
+        "default"
+      ]
+    },
+    {
+      "id": 44,
+      "pos": [459.0518798828125, 226.60147094726562],
+      "mode": 0,
+      "size": [285.6000061035156, 54],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 12,
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "inputs": [
+        { "link": 205, "name": "clip", "type": "CLIP" },
+        {
+          "link": 216,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [175],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "anime style anime girl with massive fennec ears and one big fluffy tail, she has blonde hair long hair blue eyes wearing a pink sweater and a long blue skirt walking in a beautiful outdoor scenery with snow mountains in the background"
+      ]
+    },
+    {
+      "id": 83,
+      "pos": [-591.1870727539062, 751.6737670898438],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 6,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [218], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["height", 480, "Height", "The height of the video."]
+    },
+    {
+      "id": 74,
+      "pos": [1151.89599609375, 402.439697265625],
+      "mode": 0,
+      "size": [210, 170],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 7,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Use the tiled decode node by default because most people will need it.\n\nLower the tile_size and overlap if you run out of memory."
+      ]
+    },
+    {
+      "id": 78,
+      "pos": [-560.058837890625, 155.3986358642578],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 8,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [216] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "prompt",
+        "anime style anime girl with massive fennec ears and one big fluffy tail, she has blonde hair long hair blue eyes wearing a pink sweater and a long blue skirt walking in a beautiful outdoor scenery with snow mountains in the background",
+        "Prompt",
+        "The prompt to generate the video from."
+      ]
+    },
+    {
+      "id": 79,
+      "pos": [-588.2138061523438, 493.3861389160156],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 9,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [217], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["width", 848, "Width", "The width of the video."]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Input",
+      "bounding": [
+        -662.9779052734375, 14.93773078918457, 575.2218627929688,
+        384.41424560546875
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#b06634",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -659.7621459960938, 414.3213195800781, 570.7182006835938,
+        594.72216796875
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 218,
+  "last_node_id": 83
+}

examples/stable-diffusion-v15.json

@@ -0,0 +1,240 @@
+{
+  "extra": {
+    "ds": { "scale": 1, "offset": { "0": 0, "1": 0 } },
+    "node_versions": {
+      "comfy-core": "0.3.12",
+      "comfyui-deploy": "171a227856bd5f31e97828d89f83f3741004d05e"
+    }
+  },
+  "links": [
+    [1, 4, 0, 3, 0, "MODEL"],
+    [2, 5, 0, 3, 3, "LATENT"],
+    [3, 4, 1, 6, 0, "CLIP"],
+    [4, 6, 0, 3, 1, "CONDITIONING"],
+    [5, 4, 1, 7, 0, "CLIP"],
+    [6, 7, 0, 3, 2, "CONDITIONING"],
+    [7, 3, 0, 8, 0, "LATENT"],
+    [8, 4, 2, 8, 1, "VAE"],
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [10, 12, 0, 6, 1, "STRING"],
+    [11, 13, 0, 7, 1, "STRING"]
+  ],
+  "nodes": [
+    {
+      "id": 5,
+      "pos": [473, 609],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "EmptyLatentImage",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [2], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "EmptyLatentImage" },
+      "widgets_values": [512, 512, 1]
+    },
+    {
+      "id": 3,
+      "pos": [863, 186],
+      "mode": 0,
+      "size": [315, 262],
+      "type": "KSampler",
+      "flags": {},
+      "order": 7,
+      "inputs": [
+        { "link": 1, "name": "model", "type": "MODEL" },
+        { "link": 4, "name": "positive", "type": "CONDITIONING" },
+        { "link": 6, "name": "negative", "type": "CONDITIONING" },
+        { "link": 2, "name": "latent_image", "type": "LATENT" }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [7], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "KSampler" },
+      "widgets_values": [
+        156680208700286,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    },
+    {
+      "id": 8,
+      "pos": [1209, 188],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 8,
+      "inputs": [
+        { "link": 7, "name": "samples", "type": "LATENT" },
+        { "link": 8, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [9], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "pos": [1451, 189],
+      "mode": 0,
+      "size": [210, 58],
+      "type": "SaveImage",
+      "flags": {},
+      "order": 9,
+      "inputs": [{ "link": 9, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 4,
+      "pos": [26, 474],
+      "mode": 0,
+      "size": [315, 98],
+      "type": "CheckpointLoaderSimple",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [1], "slot_index": 0 },
+        { "name": "CLIP", "type": "CLIP", "links": [3, 5], "slot_index": 1 },
+        { "name": "VAE", "type": "VAE", "links": [8], "slot_index": 2 }
+      ],
+      "properties": { "Node name for S&R": "CheckpointLoaderSimple" },
+      "widgets_values": ["v1-5-pruned-emaonly.ckpt"]
+    },
+    {
+      "id": 6,
+      "pos": [415, 186],
+      "mode": 0,
+      "size": [422.84503173828125, 164.31304931640625],
+      "type": "CLIPTextEncode",
+      "flags": {},
+      "order": 6,
+      "inputs": [
+        { "link": 3, "name": "clip", "type": "CLIP" },
+        {
+          "link": 10,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [4],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": 7,
+      "pos": [413, 389],
+      "mode": 0,
+      "size": [425.27801513671875, 180.6060791015625],
+      "type": "CLIPTextEncode",
+      "flags": {},
+      "order": 5,
+      "inputs": [
+        { "link": 5, "name": "clip", "type": "CLIP" },
+        {
+          "link": 11,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [6],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": ["text, watermark"]
+    },
+    {
+      "id": 13,
+      "pos": [-70, -60],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "text",
+          "type": "STRING",
+          "links": [11],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": ["negative_prompt", "text, watermark", "", ""]
+    },
+    {
+      "id": 12,
+      "pos": [-72, 193],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "text",
+          "type": "STRING",
+          "links": [10],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "positive_prompt",
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,",
+        "",
+        ""
+      ]
+    },
+    {
+      "id": 14,
+      "pos": [419, 23],
+      "mode": 0,
+      "size": [210, 96],
+      "type": "ComfyDeploy",
+      "color": "#432",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "version": "", "workflow_id": "", "workflow_name": "" },
+      "widgets_values": ["", "", "1"]
+    }
+  ],
+  "config": {},
+  "groups": [],
+  "version": 0.4,
+  "last_link_id": 11,
+  "last_node_id": 14
+}

examples/stable-diffusion-v35-large.json

@@ -0,0 +1,409 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.620921323059155,
+      "offset": [1535.1422819333457, 285.0502099350181]
+    },
+    "node_versions": {
+      "comfy-core": "0.3.12",
+      "comfyui-deploy": "171a227856bd5f31e97828d89f83f3741004d05e"
+    }
+  },
+  "links": [
+    [7, 3, 0, 8, 0, "LATENT"],
+    [21, 16, 0, 3, 1, "CONDITIONING"],
+    [51, 8, 0, 9, 0, "IMAGE"],
+    [53, 4, 2, 8, 1, "VAE"],
+    [80, 40, 0, 3, 2, "CONDITIONING"],
+    [99, 4, 0, 3, 0, "MODEL"],
+    [100, 53, 0, 3, 3, "LATENT"],
+    [103, 43, 0, 16, 0, "CLIP"],
+    [104, 43, 0, 40, 0, "CLIP"],
+    [105, 54, 0, 16, 1, "STRING"],
+    [106, 55, 0, 40, 1, "STRING"],
+    [107, 56, 0, 53, 0, "INT"],
+    [108, 57, 0, 53, 1, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 8,
+      "pos": [1200, 96],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 14,
+      "inputs": [
+        { "link": 7, "name": "samples", "type": "LATENT" },
+        { "link": 53, "name": "vae", "type": "VAE", "slot_index": 1 }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [51], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "pos": [1440, 96],
+      "mode": 0,
+      "size": [952.5112915039062, 1007.9328002929688],
+      "type": "SaveImage",
+      "flags": {},
+      "order": 15,
+      "inputs": [
+        { "link": 51, "name": "images", "type": "IMAGE", "slot_index": 0 }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 53,
+      "pos": [480, 576],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "EmptySD3LatentImage",
+      "flags": {},
+      "order": 10,
+      "inputs": [
+        {
+          "link": 107,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        },
+        {
+          "link": 108,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [100],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "EmptySD3LatentImage" },
+      "widgets_values": [1024, 1024, 1]
+    },
+    {
+      "id": 50,
+      "pos": [-384, 144],
+      "mode": 0,
+      "size": [223.34756469726562, 254.37765502929688],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "text": "" },
+      "widgets_values": [
+        "SD3 supports different text encoder configurations, you can see how to load them here.\n\n\nMake sure to put these files:\nclip_g.safetensors\nclip_l.safetensors\nt5xxl_fp16.safetensors\n\n\nIn the ComfyUI/models/clip directory"
+      ]
+    },
+    {
+      "id": 41,
+      "pos": [-96, 0],
+      "mode": 0,
+      "size": [315, 82],
+      "type": "CLIPLoader",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPLoader" },
+      "widgets_values": ["t5xxl_fp16.safetensors", "sd3", "default"]
+    },
+    {
+      "id": 4,
+      "pos": [-96, 480],
+      "mode": 0,
+      "size": [384.75592041015625, 98],
+      "type": "CheckpointLoaderSimple",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [99], "slot_index": 0 },
+        { "name": "CLIP", "type": "CLIP", "links": [], "slot_index": 1 },
+        { "name": "VAE", "type": "VAE", "links": [53], "slot_index": 2 }
+      ],
+      "properties": { "Node name for S&R": "CheckpointLoaderSimple" },
+      "widgets_values": ["sd3.5_large.safetensors"]
+    },
+    {
+      "id": 3,
+      "pos": [864, 96],
+      "mode": 0,
+      "size": [315, 474],
+      "type": "KSampler",
+      "flags": {},
+      "order": 13,
+      "inputs": [
+        { "link": 99, "name": "model", "type": "MODEL", "slot_index": 0 },
+        { "link": 21, "name": "positive", "type": "CONDITIONING" },
+        { "link": 80, "name": "negative", "type": "CONDITIONING" },
+        { "link": 100, "name": "latent_image", "type": "LATENT" }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [7], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "KSampler" },
+      "widgets_values": [
+        797639488625463,
+        "randomize",
+        20,
+        5.45,
+        "euler",
+        "sgm_uniform",
+        1
+      ]
+    },
+    {
+      "id": 51,
+      "pos": [-96, 624],
+      "mode": 0,
+      "size": [384, 192],
+      "type": "Note",
+      "color": "#432",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "bgcolor": "#653",
+      "outputs": [],
+      "properties": { "text": "" },
+      "widgets_values": [
+        "sd3.5_large.safetensors and sd3.5_medium.safetensors are files that do not contain any CLIP/text encoder weights so you need to load them separately.\n\nThey go in the ComfyUI/models/checkpoints directory."
+      ]
+    },
+    {
+      "id": 43,
+      "pos": [-96, 288],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "TripleCLIPLoader",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [103, 104],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "TripleCLIPLoader" },
+      "widgets_values": [
+        "clip_l.safetensors",
+        "clip_g.safetensors",
+        "t5xxl_fp16.safetensors"
+      ]
+    },
+    {
+      "id": 42,
+      "pos": [-96, 144],
+      "mode": 0,
+      "size": [315, 106],
+      "type": "DualCLIPLoader",
+      "flags": {},
+      "order": 5,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "DualCLIPLoader" },
+      "widgets_values": [
+        "clip_l.safetensors",
+        "clip_g.safetensors",
+        "sd3",
+        "default"
+      ]
+    },
+    {
+      "id": 40,
+      "pos": [399.0046081542969, 337.009765625],
+      "mode": 0,
+      "size": [397.45977783203125, 151.2898406982422],
+      "type": "CLIPTextEncode",
+      "color": "#322",
+      "flags": {},
+      "order": 11,
+      "title": "Negative Prompt",
+      "inputs": [
+        { "link": 104, "name": "clip", "type": "CLIP" },
+        {
+          "link": 106,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#533",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [80],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [""]
+    },
+    {
+      "id": 16,
+      "pos": [398.5880432128906, 108.27188110351562],
+      "mode": 0,
+      "size": [397.21484375, 158.671875],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 12,
+      "title": "Positive Prompt",
+      "inputs": [
+        { "link": 103, "name": "clip", "type": "CLIP" },
+        {
+          "link": 105,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [21],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "a bottle with a rainbow galaxy inside it on top of a wooden table on a snowy mountain top with the ocean and clouds in the background with a shot glass beside containing darkness beside a snow sculpture in the shape of a fox"
+      ]
+    },
+    {
+      "id": 57,
+      "pos": [-1015.1683349609375, 980.396240234375],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 6,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [108], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["height", 1024, "Height", "The height of the image. "]
+    },
+    {
+      "id": 56,
+      "pos": [-1014.532470703125, 732.8568725585938],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 7,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [107], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["width", 1024, "Width", "The width of the image. "]
+    },
+    {
+      "id": 55,
+      "pos": [-1010.8035278320312, 487.404052734375],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 8,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [106] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": ["negative_prompt", "", "Negative Prompt", ""]
+    },
+    {
+      "id": 54,
+      "pos": [-1059.1072998046875, 127.12823486328125],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 9,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [105] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "prompt",
+        "a bottle with a rainbow galaxy inside it on top of a wooden table on a snowy mountain top with the ocean and clouds in the background with a shot glass beside containing darkness beside a snow sculpture in the shape of a fox",
+        "Prompt",
+        "The prompt to generate an image from."
+      ]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Different Text Encoder Configurations",
+      "bounding": [-144, -96, 480, 528],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#b06634",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -1194.5233154296875, 388.3871154785156, 722.5393676757812,
+        824.6746215820312
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 3,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Input",
+      "bounding": [
+        -1148.487060546875, 30.449382781982422, 552.3358764648438,
+        329.3829040527344
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 108,
+  "last_node_id": 57
+}

examples/wan-21-i2v-480p.json

@@ -0,0 +1,452 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.6934334949441662,
+      "offset": [276.7941771713029, -7.923387380923855]
+    },
+    "node_versions": {
+      "comfy-core": "0.3.18",
+      "comfyui-deploy": "b3df94d1affcf7ce05ee7eeda99989194bcd9159"
+    }
+  },
+  "links": [
+    [35, 3, 0, 8, 0, "LATENT"],
+    [56, 8, 0, 28, 0, "IMAGE"],
+    [74, 38, 0, 6, 0, "CLIP"],
+    [75, 38, 0, 7, 0, "CLIP"],
+    [76, 39, 0, 8, 1, "VAE"],
+    [93, 8, 0, 47, 0, "IMAGE"],
+    [94, 49, 0, 51, 0, "CLIP_VISION"],
+    [97, 6, 0, 50, 0, "CONDITIONING"],
+    [98, 7, 0, 50, 1, "CONDITIONING"],
+    [99, 39, 0, 50, 2, "VAE"],
+    [101, 50, 0, 3, 1, "CONDITIONING"],
+    [102, 50, 1, 3, 2, "CONDITIONING"],
+    [103, 50, 2, 3, 3, "LATENT"],
+    [107, 51, 0, 50, 3, "CLIP_VISION_OUTPUT"],
+    [110, 37, 0, 54, 0, "MODEL"],
+    [111, 54, 0, 3, 0, "MODEL"],
+    [112, 55, 0, 6, 1, "STRING"],
+    [113, 56, 0, 7, 1, "STRING"],
+    [115, 57, 0, 50, 4, "IMAGE"],
+    [116, 57, 0, 51, 1, "IMAGE"],
+    [117, 58, 0, 50, 5, "INT"],
+    [118, 59, 0, 50, 6, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 8,
+      "pos": [1210, 190],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 15,
+      "inputs": [
+        { "link": 35, "name": "samples", "type": "LATENT" },
+        { "link": 76, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [56, 93], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 39,
+      "pos": [866.3932495117188, 499.18597412109375],
+      "mode": 0,
+      "size": [306.36004638671875, 58],
+      "type": "VAELoader",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "VAE", "type": "VAE", "links": [76, 99], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAELoader" },
+      "widgets_values": ["wan_2.1_vae.safetensors"]
+    },
+    {
+      "id": 28,
+      "pos": [1460, 190],
+      "mode": 0,
+      "size": [870.8511352539062, 643.7430419921875],
+      "type": "SaveAnimatedWEBP",
+      "flags": {},
+      "order": 16,
+      "inputs": [{ "link": 56, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI", 16, false, 90, "default", ""]
+    },
+    {
+      "id": 47,
+      "pos": [2367.213134765625, 193.6114959716797],
+      "mode": 4,
+      "size": [315, 130],
+      "type": "SaveWEBM",
+      "flags": {},
+      "order": 17,
+      "inputs": [{ "link": 93, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": { "Node name for S&R": "SaveWEBM" },
+      "widgets_values": ["ComfyUI", "vp9", 24, 32]
+    },
+    {
+      "id": 50,
+      "pos": [673.0507202148438, 627.272705078125],
+      "mode": 0,
+      "size": [342.5999755859375, 250],
+      "type": "WanImageToVideo",
+      "flags": {},
+      "order": 13,
+      "inputs": [
+        { "link": 97, "name": "positive", "type": "CONDITIONING" },
+        { "link": 98, "name": "negative", "type": "CONDITIONING" },
+        { "link": 99, "name": "vae", "type": "VAE" },
+        {
+          "link": 107,
+          "name": "clip_vision_output",
+          "type": "CLIP_VISION_OUTPUT",
+          "shape": 7
+        },
+        { "link": 115, "name": "start_image", "type": "IMAGE", "shape": 7 },
+        {
+          "pos": [10, 116],
+          "link": 117,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        },
+        {
+          "pos": [10, 140],
+          "link": 118,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "links": [101],
+          "slot_index": 0
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "links": [102],
+          "slot_index": 1
+        },
+        { "name": "latent", "type": "LATENT", "links": [103], "slot_index": 2 }
+      ],
+      "properties": { "Node name for S&R": "WanImageToVideo" },
+      "widgets_values": [512, 512, 33, 1]
+    },
+    {
+      "id": 3,
+      "pos": [863, 187],
+      "mode": 0,
+      "size": [315, 262],
+      "type": "KSampler",
+      "flags": {},
+      "order": 14,
+      "inputs": [
+        { "link": 111, "name": "model", "type": "MODEL" },
+        { "link": 101, "name": "positive", "type": "CONDITIONING" },
+        { "link": 102, "name": "negative", "type": "CONDITIONING" },
+        { "link": 103, "name": "latent_image", "type": "LATENT" }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [35], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "KSampler" },
+      "widgets_values": [
+        55104841546759,
+        "randomize",
+        20,
+        6,
+        "uni_pc",
+        "simple",
+        1
+      ]
+    },
+    {
+      "id": 51,
+      "pos": [360, 640],
+      "mode": 0,
+      "size": [253.60000610351562, 78],
+      "type": "CLIPVisionEncode",
+      "flags": {},
+      "order": 12,
+      "inputs": [
+        { "link": 94, "name": "clip_vision", "type": "CLIP_VISION" },
+        { "link": 116, "name": "image", "type": "IMAGE" }
+      ],
+      "outputs": [
+        {
+          "name": "CLIP_VISION_OUTPUT",
+          "type": "CLIP_VISION_OUTPUT",
+          "links": [107],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPVisionEncode" },
+      "widgets_values": ["none"]
+    },
+    {
+      "id": 54,
+      "pos": [510, 70],
+      "mode": 0,
+      "size": [315, 58],
+      "type": "ModelSamplingSD3",
+      "flags": {},
+      "order": 9,
+      "inputs": [{ "link": 110, "name": "model", "type": "MODEL" }],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [111], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ModelSamplingSD3" },
+      "widgets_values": [8]
+    },
+    {
+      "id": 6,
+      "pos": [415, 186],
+      "mode": 0,
+      "size": [422.84503173828125, 164.31304931640625],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 10,
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "inputs": [
+        { "link": 74, "name": "clip", "type": "CLIP" },
+        {
+          "pos": [10, 36],
+          "link": 112,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [97],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "a cute anime girl with massive fennec ears and a big fluffy tail wearing a maid outfit turning around"
+      ]
+    },
+    {
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+      "outputs": [{ "name": "text", "type": "STRING", "links": [112] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "positive_prompt",
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+      ]
+    },
+    {
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+      "flags": {},
+      "order": 2,
+      "inputs": [
+        { "link": null, "name": "default_value", "type": "IMAGE", "shape": 7 }
+      ],
+      "outputs": [{ "name": "image", "type": "IMAGE", "links": [115, 116] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalImage" },
+      "widgets_values": [
+        "image_url",
+        "Image Url",
+        "URL of the input image.",
+        "https://comfy-deploy-output.s3.us-east-2.amazonaws.com/assets/img_GZMJYXDnLbYjWybu.png",
+        ""
+      ]
+    },
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+        "Negative Prompt",
+        "The negative prompt to use. Use it to address details that you don't want in the video. This could be colors, objects, scenery and even the small details (e.g. moustache, blurry, low resolution). "
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+      "properties": { "Node name for S&R": "UNETLoader" },
+      "widgets_values": ["wan2.1_i2v_480p_14B_bf16.safetensors", "default"]
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+      "outputs": [
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+      "properties": { "Node name for S&R": "CLIPLoader" },
+      "widgets_values": [
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+      "outputs": [
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+          "type": "CLIP_VISION",
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+      "properties": { "Node name for S&R": "CLIPVisionLoader" },
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+      "inputs": [
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+        {
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+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
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+      "bgcolor": "#533",
+      "outputs": [
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+          "type": "CONDITIONING",
+          "links": [98],
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+  "last_node_id": 59
+}

examples/wav-21-i2v-720p.json

@@ -0,0 +1,452 @@
+{
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+      "properties": { "Node name for S&R": "ComfyUIDeployExternalImage" },
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+        "image_url",
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+        "URL of the input image.",
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+        "Negative Prompt",
+        "The negative prompt to use. Use it to address details that you don't want in the video. This could be colors, objects, scenery and even the small details (e.g. moustache, blurry, low resolution). "
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+          "name": "text",
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+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走"
+      ]
+    },
+    {
+      "id": 15,
+      "pos": [610.6187744140625, 594.3209838867188],
+      "mode": 0,
+      "size": [346.7470703125, 82],
+      "type": "UNETLoader",
+      "flags": {},
+      "order": 7,
+      "inputs": [],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [18], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "UNETLoader" },
+      "widgets_values": ["wan2.1_i2v_720p_14B_bf16.safetensors", "default"]
+    },
+    {
+      "id": 10,
+      "pos": [-60.696964263916016, 649.5515747070312],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 8,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [20] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "positive_prompt",
+        "a cute anime girl with massive fennec ears and a big fluffy tail wearing a maid outfit running towards front happily",
+        "Prompt",
+        "The text prompt to guide video generation."
+      ]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Input",
+      "bounding": [
+        -94.30522155761719, 560.1735229492188, 617.7969360351562,
+        761.303955078125
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#b06634",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -89.63090515136719, 1373.9351806640625, 625.998779296875,
+        845.0675048828125
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 22,
+  "last_node_id": 18
+}

examples/wav-21-t2v-13b.json

@@ -0,0 +1,359 @@
+{
+  "extra": {
+    "ds": {
+      "scale": 0.8390545288824369,
+      "offset": [814.3725295729478, -347.90757575249455]
+    },
+    "node_versions": {
+      "comfy-core": "0.3.18",
+      "comfyui-deploy": "b3df94d1affcf7ce05ee7eeda99989194bcd9159"
+    }
+  },
+  "links": [
+    [35, 3, 0, 8, 0, "LATENT"],
+    [46, 6, 0, 3, 1, "CONDITIONING"],
+    [52, 7, 0, 3, 2, "CONDITIONING"],
+    [56, 8, 0, 28, 0, "IMAGE"],
+    [74, 38, 0, 6, 0, "CLIP"],
+    [75, 38, 0, 7, 0, "CLIP"],
+    [76, 39, 0, 8, 1, "VAE"],
+    [91, 40, 0, 3, 3, "LATENT"],
+    [93, 8, 0, 47, 0, "IMAGE"],
+    [94, 37, 0, 48, 0, "MODEL"],
+    [95, 48, 0, 3, 0, "MODEL"],
+    [96, 49, 0, 6, 1, "STRING"],
+    [97, 50, 0, 7, 1, "STRING"],
+    [99, 52, 0, 40, 1, "INT"],
+    [100, 51, 0, 40, 0, "INT"]
+  ],
+  "nodes": [
+    {
+      "id": 8,
+      "pos": [1210, 190],
+      "mode": 0,
+      "size": [210, 46],
+      "type": "VAEDecode",
+      "flags": {},
+      "order": 12,
+      "inputs": [
+        { "link": 35, "name": "samples", "type": "LATENT" },
+        { "link": 76, "name": "vae", "type": "VAE" }
+      ],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": [56, 93], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAEDecode" },
+      "widgets_values": []
+    },
+    {
+      "id": 39,
+      "pos": [866.3932495117188, 499.18597412109375],
+      "mode": 0,
+      "size": [306.36004638671875, 58],
+      "type": "VAELoader",
+      "flags": {},
+      "order": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "VAE", "type": "VAE", "links": [76], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "VAELoader" },
+      "widgets_values": ["wan_2.1_vae.safetensors"]
+    },
+    {
+      "id": 47,
+      "pos": [2367.213134765625, 193.6114959716797],
+      "mode": 4,
+      "size": [315, 130],
+      "type": "SaveWEBM",
+      "flags": {},
+      "order": 14,
+      "inputs": [{ "link": 93, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": { "Node name for S&R": "SaveWEBM" },
+      "widgets_values": ["ComfyUI", "vp9", 24, 32]
+    },
+    {
+      "id": 3,
+      "pos": [863, 187],
+      "mode": 0,
+      "size": [315, 262],
+      "type": "KSampler",
+      "flags": {},
+      "order": 11,
+      "inputs": [
+        { "link": 95, "name": "model", "type": "MODEL" },
+        { "link": 46, "name": "positive", "type": "CONDITIONING" },
+        { "link": 52, "name": "negative", "type": "CONDITIONING" },
+        { "link": 91, "name": "latent_image", "type": "LATENT" }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [35], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "KSampler" },
+      "widgets_values": [
+        577746309562741,
+        "randomize",
+        30,
+        6,
+        "uni_pc",
+        "simple",
+        1
+      ]
+    },
+    {
+      "id": 48,
+      "pos": [440, 50],
+      "mode": 0,
+      "size": [210, 58],
+      "type": "ModelSamplingSD3",
+      "flags": {},
+      "order": 7,
+      "inputs": [{ "link": 94, "name": "model", "type": "MODEL" }],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [95], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ModelSamplingSD3" },
+      "widgets_values": [8]
+    },
+    {
+      "id": 37,
+      "pos": [20, 40],
+      "mode": 0,
+      "size": [346.7470703125, 82],
+      "type": "UNETLoader",
+      "flags": {},
+      "order": 1,
+      "inputs": [],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": [94], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "UNETLoader" },
+      "widgets_values": ["wan2.1_t2v_1.3B_fp16.safetensors", "default"]
+    },
+    {
+      "id": 6,
+      "pos": [415, 186],
+      "mode": 0,
+      "size": [422.84503173828125, 164.31304931640625],
+      "type": "CLIPTextEncode",
+      "color": "#232",
+      "flags": {},
+      "order": 8,
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "inputs": [
+        { "link": 74, "name": "clip", "type": "CLIP" },
+        {
+          "pos": [10, 36],
+          "link": 96,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#353",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [46],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "a fox moving quickly in a beautiful winter scenery nature trees mountains daytime tracking camera"
+      ]
+    },
+    {
+      "id": 7,
+      "pos": [413, 389],
+      "mode": 0,
+      "size": [425.27801513671875, 180.6060791015625],
+      "type": "CLIPTextEncode",
+      "color": "#322",
+      "flags": {},
+      "order": 9,
+      "title": "CLIP Text Encode (Negative Prompt)",
+      "inputs": [
+        { "link": 75, "name": "clip", "type": "CLIP" },
+        {
+          "pos": [10, 36],
+          "link": 97,
+          "name": "text",
+          "type": "STRING",
+          "widget": { "name": "text" }
+        }
+      ],
+      "bgcolor": "#533",
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [52],
+          "slot_index": 0
+        }
+      ],
+      "properties": { "Node name for S&R": "CLIPTextEncode" },
+      "widgets_values": [
+        "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走"
+      ]
+    },
+    {
+      "id": 38,
+      "pos": [-10.047812461853027, 187.37384033203125],
+      "mode": 0,
+      "size": [390, 98],
+      "type": "CLIPLoader",
+      "flags": {},
+      "order": 2,
+      "inputs": [],
+      "outputs": [
+        { "name": "CLIP", "type": "CLIP", "links": [74, 75], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "CLIPLoader" },
+      "widgets_values": [
+        "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+        "wan",
+        "default"
+      ]
+    },
+    {
+      "id": 49,
+      "pos": [-535.2967529296875, 342.3277587890625],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 3,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [96] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "positive_prompt",
+        "a fox moving quickly in a beautiful winter scenery nature trees mountains daytime tracking camera",
+        "Prompt",
+        "The text prompt to guide video generation. "
+      ]
+    },
+    {
+      "id": 50,
+      "pos": [-526.2716064453125, 703.8343505859375],
+      "mode": 0,
+      "size": [400, 200],
+      "type": "ComfyUIDeployExternalText",
+      "flags": {},
+      "order": 4,
+      "inputs": [],
+      "outputs": [{ "name": "text", "type": "STRING", "links": [97] }],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalText" },
+      "widgets_values": [
+        "negative_prompt",
+        "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走",
+        "Negative Prompt",
+        "The negative prompt to use. Use it to address details that you don't want in the image. This could be colors, objects, scenery and even the small details (e.g. moustache, blurry, low resolution). "
+      ]
+    },
+    {
+      "id": 40,
+      "pos": [516.926513671875, 619.59716796875],
+      "mode": 0,
+      "size": [315, 150],
+      "type": "EmptyHunyuanLatentVideo",
+      "flags": {},
+      "order": 10,
+      "inputs": [
+        {
+          "pos": [10, 36],
+          "link": 100,
+          "name": "width",
+          "type": "INT",
+          "widget": { "name": "width" }
+        },
+        {
+          "pos": [10, 60],
+          "link": 99,
+          "name": "height",
+          "type": "INT",
+          "widget": { "name": "height" }
+        }
+      ],
+      "outputs": [
+        { "name": "LATENT", "type": "LATENT", "links": [91], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "EmptyHunyuanLatentVideo" },
+      "widgets_values": [832, 480, 33, 1]
+    },
+    {
+      "id": 28,
+      "pos": [1460, 190],
+      "mode": 0,
+      "size": [870.8511352539062, 643.7430419921875],
+      "type": "SaveAnimatedWEBP",
+      "flags": {},
+      "order": 13,
+      "inputs": [{ "link": 56, "name": "images", "type": "IMAGE" }],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI", 16, false, 90, "default"]
+    },
+    {
+      "id": 51,
+      "pos": [-522.7415161132812, 959.3386840820312],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 5,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [100], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["width", 832, "Width", "The Width of the Video. "]
+    },
+    {
+      "id": 52,
+      "pos": [-518.9917602539062, 1207.9444580078125],
+      "mode": 0,
+      "size": [453.5999755859375, 200],
+      "type": "ComfyUIDeployExternalNumberInt",
+      "flags": {},
+      "order": 6,
+      "inputs": [],
+      "outputs": [
+        { "name": "value", "type": "INT", "links": [99], "slot_index": 0 }
+      ],
+      "properties": { "Node name for S&R": "ComfyUIDeployExternalNumberInt" },
+      "widgets_values": ["height", 480, "Height", "The Height of the Video. "]
+    }
+  ],
+  "config": {},
+  "groups": [
+    {
+      "id": 1,
+      "color": "#3f789e",
+      "flags": {},
+      "title": "Inputs",
+      "bounding": [
+        -560.9110717773438, 255.1485595703125, 500.94989013671875,
+        333.4786682128906
+      ],
+      "font_size": 24
+    },
+    {
+      "id": 2,
+      "color": "#b06634",
+      "flags": {},
+      "title": "Additional",
+      "bounding": [
+        -556.5305786132812, 619.87548828125, 761.2673950195312,
+        811.6837768554688
+      ],
+      "font_size": 24
+    }
+  ],
+  "version": 0.4,
+  "last_link_id": 100,
+  "last_node_id": 52
+}

pyproject.toml

@@ -1,9 +1,9 @@
 [project]
 name = "comfyui-deploy"
 description = "Open source comfyui deployment platform, a vercel for generative workflow infra."
-version = "1.1.0"
+version = "2.1.0"
 license = { file = "LICENSE" }
-dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg"]
+dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg", "tabulate", "brotli"]
 
 [project.urls]
 Repository = "https://github.com/BennyKok/comfyui-deploy"

web-plugin/index.js

@@ -168,12 +168,12 @@ function setSelectedWorkflowInfo(info) {
 
 const VALID_TYPES = [
   "STRING",
-  "combo",
   "number",
   "toggle",
   "BOOLEAN",
   "text",
   "string",
+  "combo",
 ];
 
 function hideWidget(node, widget, suffix = "") {
@@ -181,7 +181,9 @@ function hideWidget(node, widget, suffix = "") {
   widget.origType = widget.type;
   widget.origComputeSize = widget.computeSize;
   widget.origSerializeValue = widget.serializeValue;
-  widget.computeSize = () => [0, -4];
+  // console.log(widget.origComputeSize);
+  // console.log(LiteGraph.NODE_SLOT_HEIGHT);
+  // widget.computeSize = () => [0, 0];
   widget.type = CONVERTED_TYPE + suffix;
   widget.serializeValue = () => {
     if (!node.inputs) {
@@ -210,10 +212,37 @@ function getWidgetType(config) {
   return { type };
 }
 
-const GET_CONFIG = Symbol();
+async function convertToInput(node, widget, config) {
+  const { type } = getWidgetType(config);
+
+  console.log(node, widget, config);
+
+  const result = await app.extensionManager.dialog.prompt(
+    {
+      title: "Convert " + widget.name + " to external input",
+      message: "Input name",
+      defaultValue: widget.name,
+    }
+  );
+
+  if (!result) return;
+
+  // Check for duplicate input IDs across existing external input nodes
+  const existingInputIds = Object.values(app.graph.nodes)
+    .filter(n => n.type.startsWith("ComfyUIDeployExternal"))
+    .map(n => n.widgets_values?.[0])
+    .filter(Boolean);
+
+  if (existingInputIds.includes(result)) {
+    app.extensionManager.toast.add({
+      severity: 'error',
+      summary: 'Input ID already exists',
+      detail: 'Please choose a different name.',
+      life: 3000
+    });
+    return;
+  }
 
-function convertToInput(node, widget, config) {
-  console.log(node);
   if (node.type == "LoadImage") {
     var inputNode = LiteGraph.createNode("ComfyUIDeployExternalImage");
     console.log(widget);
@@ -235,54 +264,94 @@ function convertToInput(node, widget, config) {
 
     const links = app.graph.links;
 
-    console.log(currentOutputsLinks);
+    // console.log(currentOutputsLinks);
 
-    for (let i = 0; i < currentOutputsLinks.length; i++) {
-      const link = currentOutputsLinks[i];
-      const llink = links[link];
-      console.log(links[link]);
-      setTimeout(
-        () => inputNode.connect(0, llink.target_id, llink.target_slot),
-        100,
-      );
-    }
+    if (currentOutputsLinks)
+      for (let i = 0; i < currentOutputsLinks.length; i++) {
+        const link = currentOutputsLinks[i];
+        const llink = links[link];
+        console.log(links[link]);
+        setTimeout(
+          () => inputNode.connect(0, llink.target_id, llink.target_slot),
+          100,
+        );
+      }
 
     node.connect(0, inputNode, 0);
 
     return null;
   }
 
-  hideWidget(node, widget);
-  const { type } = getWidgetType(config);
-  const sz = node.size;
-  const inputIsOptional = !!widget.options?.inputIsOptional;
-  const input = node.addInput(widget.name, type, {
-    widget: { name: widget.name, [GET_CONFIG]: () => config },
-    ...(inputIsOptional ? { shape: LiteGraph.SlotShape.HollowCircle } : {}),
-  });
-  for (const widget2 of node.widgets) {
-    widget2.last_y += LiteGraph.NODE_SLOT_HEIGHT;
-  }
-  node.setSize([Math.max(sz[0], node.size[0]), Math.max(sz[1], node.size[1])]);
+  let externalNode = "";
+  let inputId = result;
 
-  if (type == "STRING") {
-    var inputNode = LiteGraph.createNode("ComfyUIDeployExternalText");
-    console.log(widget);
-    const index = node.inputs.findIndex((x) => x.name == widget.name);
-    console.log(node.widgets_values, index);
+  if (type === "INT") {
+    externalNode = "ComfyUIDeployExternalNumberInt";
+    // inputId = "input_number";
+  }
+
+  if (type === "FLOAT") {
+    externalNode = "ComfyUIDeployExternalNumberSlider";
+    // inputId = "input_number";
+  }
+
+  if (type === "STRING") {
+    externalNode = "ComfyUIDeployExternalText";
+    // inputId = "input_text";
+  }
+
+  if (type === "COMBO") {
+    externalNode = "ComfyUIDeployExternalEnum";
+    // inputId = "input_enum";
+  }
+
+  if (!externalNode || !inputId) return;
+
+  node.convertWidgetToInput(widget);
+
+  var inputNode = LiteGraph.createNode(externalNode, "External Input: " + inputId);
+
+  // if (type === "COMBO") {
+  //   inputNode = LiteGraph.createNode(externalNode, "External Input: " + inputId, {
+  //     dynamic_enum_options: config[0],
+  //   });
+  //   console.log(inputNode);
+  //   const options = config[0];
+  //   console.log(options);
+  // } else {
+  //   inputNode = LiteGraph.createNode(externalNode, "External Input: " + inputId);
+  // }
+
+  var options;
+
+  const index = node.inputs.findIndex((x) => x.name == widget.name);
+  if (type === "COMBO") {
+    options = widget.options?.values ?? config[0];
     inputNode.configure({
-      widgets_values: ["input_text", widget.value],
+      widgets_values: [inputId, widget.value, JSON.stringify(options)],
+    });
+  } else
+  {
+    inputNode.configure({
+      widgets_values: [inputId, widget.value],
     });
-    inputNode.id = ++app.graph.last_node_id;
-    inputNode.pos = node.pos;
-    inputNode.pos[0] -= node.size[0] + 40;
-    console.log(inputNode);
-    console.log(app.graph);
-    app.graph.add(inputNode);
-    inputNode.connect(0, node, index);
   }
+  inputNode.id = ++app.graph.last_node_id;
+  inputNode.pos = node.pos;
+  inputNode.pos[0] -= node.size[0] + 160;
 
-  return input;
+  if (type === "COMBO") {
+    console.log(inputNode);
+    console.log(options);
+    inputNode.widgets.find((x) => x.name == "default_value").options.values = options;
+  }
+ 
+  app.graph.add(inputNode);
+  inputNode.connect(0, node, index);
+
+  app.graph.setDirtyCanvas(true, true);
+
+  return node.inputs.find((x) => x.name == widget.name);
 }
 
 const CONVERTED_TYPE = "converted-widget";
@@ -295,7 +364,12 @@ function getConfig(widgetName) {
   );
 }
 
-function isConvertibleWidget(widget, config) {
+function isConvertibleWidget(node, widget, config) {
+  // console.log(config);
+  if (node.type === "LoadImage" && widget.type === "combo" && widget.name == "image") {
+    return true;
+  }
+
   return (
     (VALID_TYPES.includes(widget.type) || VALID_TYPES.includes(config[0])) &&
     !widget.options?.forceInput
@@ -442,11 +516,11 @@ const ext = {
               w.type,
               w.options || {},
             ];
-            if (isConvertibleWidget(w, config)) {
+            if (isConvertibleWidget(this, w, config)) {
               toInput.push({
                 content: `Convert ${w.name} to external input`,
                 callback: /* @__PURE__ */ __name(
-                  () => convertToInput(this, w, config),
+                  async () => convertToInput(this, w, config),
                   "callback",
                 ),
                 className: "comfydeploy-menu-item",
@@ -501,6 +575,13 @@ const ext = {
       console.log(nodeData.input.optional.default_value_url);
     }
 
+    if (
+      nodeData?.input?.optional?.default_value?.[1]?.dynamic_enum === true
+    ) {
+      nodeData.input.optional.default_value = ["DYNAMIC_ENUM"];
+      // console.log(nodeData.input.optional.default_value);
+    }
+
     // const origonNodeCreated = nodeType.prototype.onNodeCreated;
     // nodeType.prototype.onNodeCreated = function () {
     //   const r = origonNodeCreated
@@ -534,6 +615,10 @@ const ext = {
     //   return r
     // };
   },
+  
+  // async nodeCreated(node) {
+ 
+  // },
 
   registerCustomNodes() {
     /** @type {LGraphNode}*/
@@ -635,7 +720,7 @@ const ext = {
           "string",
           inputName,
           /* value=*/ "",
-          () => {},
+          () => { },
           { serialize: true },
         );
 
@@ -696,9 +781,37 @@ const ext = {
 
         return { widget: urlWidget };
       },
+
+      DYNAMIC_ENUM(node, inputName, inputData) {
+        // console.log("DYNAMIC_ENUM", JSON.parse(JSON.stringify(node)), inputName, inputData);
+        const enumWidget = node.addWidget(
+          "combo",
+          inputName,
+          "",
+          { serialize: true, values: [] },
+        );
+
+        return { widget: enumWidget };
+      },
     };
   },
 
+  async afterConfigureGraph() {
+    app.graph.nodes.forEach(node => {
+      if (node.type === "ComfyUIDeployExternalEnum") {
+        const default_value_index = node.widgets.findIndex(x => x.name === "default_value");
+        const options_index = node.widgets.findIndex(x => x.name === "options");
+
+        var dynamic_enum_options = [node.widgets[default_value_index].value];
+        if (node.widgets[options_index].value) {
+          dynamic_enum_options = JSON.parse(node.widgets[options_index].value);
+        }
+        // console.log("dynamic_enum_options", dynamic_enum_options);
+        node.widgets[default_value_index].options.values = dynamic_enum_options;
+      }
+    });
+  },
+
   async setup() {
     // const graphCanvas = document.getElementById("graph-canvas");
 
@@ -716,7 +829,7 @@ const ext = {
             try {
               await window["app"].ui.settings.setSettingValueAsync(
                 "Comfy.Validation.Workflows",
-                false,
+                true,
               );
             } catch (error) {
               console.warning(
@@ -886,6 +999,7 @@ const ext = {
         }
       })(app.graph.onAfterChange);
 
+
     sendEventToCD("cd_plugin_setup");
   },
 };
@@ -920,10 +1034,10 @@ function createDynamicUIHtml(data) {
           <h3 style="font-size: 14px; font-weight: semibold; margin-bottom: 8px;">Missing Nodes</h3>
           <p style="font-size: 12px;">These nodes are not found with any matching custom_nodes in the ComfyUI Manager Database</p>
           ${data.missing_nodes
-            .map((node) => {
-              return `<p style="font-size: 14px; color: #d69e2e;">${node}</p>`;
-            })
-            .join("")}
+        .map((node) => {
+          return `<p style="font-size: 14px; color: #d69e2e;">${node}</p>`;
+        })
+        .join("")}
       </div>
   `;
   }
@@ -931,17 +1045,14 @@ function createDynamicUIHtml(data) {
   Object.values(data.custom_nodes).forEach((node) => {
     html += `
           <div style="border-bottom: 1px solid #e2e8f0; padding-top: 16px;">
-              <a href="${
-                node.url
-              }" target="_blank" style="font-size: 18px; font-weight: semibold; color: white; text-decoration: none;">${
-                node.name
-              }</a>
+              <a href="${node.url
+      }" target="_blank" style="font-size: 18px; font-weight: semibold; color: white; text-decoration: none;">${node.name
+      }</a>
               <p style="font-size: 14px; color: #4b5563;">${node.hash}</p>
-              ${
-                node.warning
-                  ? `<p style="font-size: 14px; color: #d69e2e;">${node.warning}</p>`
-                  : ""
-              }
+              ${node.warning
+        ? `<p style="font-size: 14px; color: #d69e2e;">${node.warning}</p>`
+        : ""
+      }
           </div>
       `;
   });
@@ -955,9 +1066,8 @@ function createDynamicUIHtml(data) {
   Object.entries(data.models).forEach(([section, items]) => {
     html += `
     <div style="border-bottom: 1px solid #e2e8f0; padding-top: 8px; padding-bottom: 8px;">
-        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${
-          section.charAt(0).toUpperCase() + section.slice(1)
-        }</h3>`;
+        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${section.charAt(0).toUpperCase() + section.slice(1)
+      }</h3>`;
     items.forEach((item) => {
       html += `<p style="font-size: 14px; color: ${textColor};">${item.name}</p>`;
     });
@@ -973,9 +1083,8 @@ function createDynamicUIHtml(data) {
   Object.entries(data.files).forEach(([section, items]) => {
     html += `
     <div style="border-bottom: 1px solid #e2e8f0; padding-top: 8px; padding-bottom: 8px;">
-        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${
-          section.charAt(0).toUpperCase() + section.slice(1)
-        }</h3>`;
+        <h3 style="font-size: 18px; font-weight: semibold; margin-bottom: 8px;">${section.charAt(0).toUpperCase() + section.slice(1)
+      }</h3>`;
     items.forEach((item) => {
       html += `<p style="font-size: 14px; color: ${textColor};">${item.name}</p>`;
     });
@@ -1076,6 +1185,8 @@ async function deployWorkflow() {
   const prompt = await app.graphToPrompt();
   let deps = undefined;
 
+  console.log(prompt);
+
   if (includeDeps) {
     loadingDialog.showLoading("Fetching existing version");
 
@@ -1493,14 +1604,12 @@ export class LoadingDialog extends ComfyDialog {
   showLoading(title, message) {
     this.show(`
       <div style="width: 400px; display: flex; gap: 18px; flex-direction: column; overflow: unset">
-        <h3 style="margin: 0px; display: flex; align-items: center; justify-content: center; gap: 12px;">${title} ${
-          this.loadingIcon
-        }</h3>
-          ${
-            message
-              ? `<label style="max-width: 100%; white-space: pre-wrap; word-wrap: break-word;">${message}</label>`
-              : ""
-          }
+        <h3 style="margin: 0px; display: flex; align-items: center; justify-content: center; gap: 12px;">${title} ${this.loadingIcon
+      }</h3>
+          ${message
+        ? `<label style="max-width: 100%; white-space: pre-wrap; word-wrap: break-word;">${message}</label>`
+        : ""
+      }
         </div>
       `);
   }
@@ -1766,21 +1875,17 @@ export class ConfigDialog extends ComfyDialog {
     </label>
       <label style="color: white; width: 100%;">
         Endpoint:
-        <input id="endpoint" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="text" value="${
-          data.endpoint
-        }">
+        <input id="endpoint" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="text" value="${data.endpoint
+      }">
       </label>
       <div style="color: white;">
-        API Key: User / Org <button style="font-size: 18px;">${
-          data.displayName ?? ""
-        }</button>
-        <input id="apiKey" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="password" value="${
-          data.apiKey
-        }">
+        API Key: User / Org <button style="font-size: 18px;">${data.displayName ?? ""
+      }</button>
+        <input id="apiKey" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;" type="password" value="${data.apiKey
+      }">
         <button id="loginButton" style="margin-top: 8px; width: 100%; height:40px; box-sizing: border-box; padding: 0px 6px;">
-          ${
-            data.apiKey ? "Re-login with ComfyDeploy" : "Login with ComfyDeploy"
-          }
+          ${data.apiKey ? "Re-login with ComfyDeploy" : "Login with ComfyDeploy"
+      }
         </button>
       </div>
       </div>
@@ -1960,7 +2065,7 @@ async function loadWorkflowApi(versionId) {
     console.log("Workflow API loaded:", response);
     await window["app"].ui.settings.setSettingValueAsync(
       "Comfy.Validation.Workflows",
-      false,
+      true,
     );
     app.loadGraphData(response.workflow);
     // You might want to update the UI or trigger some action in ComfyUI here