fix

fix: upload queue cleanup
remove sending ws event, since its not used.
2025-03-28 10:15:09 +01:00 · 2025-03-28 09:55:02 +01:00 · 2025-03-27 00:04:34 +08:00 · 2025-03-26 23:55:47 +08:00 · 2025-03-24 09:44:00 +08:00 · 2025-03-16 10:31:00 +08:00
32 changed files with 3242 additions and 49 deletions
@@ -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

 ```
@@ -7,6 +7,7 @@ class ComfyUIDeployExternalAudio:
    RETURN_TYPES = ("AUDIO",)
    RETURN_NAMES = ("audio",)
    FUNCTION = "load_audio"
+    CATEGORY = "🔗ComfyDeploy"
    
    @classmethod
    def INPUT_TYPES(cls):
@@ -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}")
@@ -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
@@ -10,6 +10,7 @@ class ComfyUIDeployExternalEXR:
    RETURN_TYPES = ("IMAGE", "MASK")
    RETURN_NAMES = ("image", "mask") 
    FUNCTION = "load_exr"
+    CATEGORY = "🔗ComfyDeploy"
    
    @classmethod
    def INPUT_TYPES(cls):
@@ -48,10 +48,8 @@ class ComfyUIDeployExternalFaceModel:

    RETURN_TYPES = (WILDCARD,)
    RETURN_NAMES = ("path",)
-
    FUNCTION = "run"
-
-    CATEGORY = "deploy"
+    CATEGORY = "🔗ComfyDeploy"

    def run(
        self,
@@ -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
@@ -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
@@ -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)
@@ -46,10 +46,8 @@ class ComfyUIDeployExternalLora:

    RETURN_TYPES = (WILDCARD,)
    RETURN_NAMES = ("path",)
-
    FUNCTION = "run"
-
-    CATEGORY = "deploy"
+    CATEGORY = "🔗ComfyDeploy"

    def run(
        self,
@@ -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:
@@ -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()):
@@ -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:
@@ -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=""):
@@ -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]
@@ -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]
@@ -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()
@@ -791,6 +791,7 @@ class ComfyUIDeployExternalVideo:
    )

    FUNCTION = "load_video"
+    CATEGORY = "🔗ComfyDeploy"

    def load_video(self, **kwargs):
        input_id = kwargs.get("input_id")
@@ -33,6 +33,7 @@ class ComfyDeployWebscoketImageInput:
    RETURN_NAMES = ("images",)

    FUNCTION = "run"
+    CATEGORY = "🔗ComfyDeploy"

    @classmethod
    def VALIDATE_INPUTS(s, input_id):
@@ -48,7 +48,7 @@ class ComfyUIDeployModalList:

    FUNCTION = "run"

-    CATEGORY = "model"
+    CATEGORY = "🔗ComfyDeploy"

    def run(self, model=""):
        # Split the model path by '/' and select the last item
@@ -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(
@@ -33,10 +33,8 @@ class ComfyDeployWebscoketImageOutput:

    RETURN_TYPES = ()
    RETURN_NAMES = ("text",)
-
    FUNCTION = "run"
-
-    CATEGORY = "output"
+    CATEGORY = "🔗ComfyDeploy"
    
    @classmethod
    def VALIDATE_INPUTS(s, output_id):
@@ -64,14 +64,43 @@ async def ensure_client_session():

 async def cleanup():
    global client_session
-    if client_session:
-        await client_session.close()
+    try:
+        # Cancel the monitor task if it exists
+        if hasattr(upload_queue, "monitor_task") and upload_queue.monitor_task:
+            if not upload_queue.monitor_task.done():
+                upload_queue.monitor_task.cancel()
+                try:
+                    await upload_queue.monitor_task
+                except asyncio.CancelledError:
+                    pass
+                except RuntimeError as e:
+                    # Handle case where event loop is closed
+                    if "Event loop is closed" in str(e):
+                        logger.info("Event loop closed during cleanup")
+                    else:
+                        raise
+                logger.info("Upload queue monitor task cancelled")
+
+        # Clean up the client session
+        if client_session:
+            await client_session.close()
+
+        # Clean up the upload queue
+        # await upload_queue.cleanup()
+    except Exception as e:
+        logger.error(f"Error during cleanup: {str(e)}")


 def exit_handler():
    print("Exiting the application. Initiating cleanup...")
-    loop = asyncio.get_event_loop()
-    loop.run_until_complete(cleanup())
+    try:
+        loop = asyncio.get_event_loop()
+        if loop.is_closed():
+            logger.warning("Event loop is already closed during exit")
+            return
+        loop.run_until_complete(cleanup())
+    except Exception as e:
+        print(f"Error during exit cleanup: {str(e)}")


 atexit.register(exit_handler)
@@ -139,7 +168,9 @@ 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 +178,7 @@ 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"
    )


@@ -1310,7 +1341,7 @@ async def send_json_override(self, event, data, sid=None):
    if prompt_id in comfy_message_queues:
        comfy_message_queues[prompt_id].put_nowait({"event": event, "data": data})

-    asyncio.create_task(update_run_ws_event(prompt_id, event, data))
+    # asyncio.create_task(update_run_ws_event(prompt_id, event, data))

    if event == "execution_start":
        if prompt_id in prompt_metadata:
@@ -2167,8 +2198,8 @@ async def initialize_upload_queue(app=None):
        upload_queue.max_concurrent,
    )

-    # Start the queue monitoring task in the same event loop
-    asyncio.create_task(monitor_upload_queue())
+    # Store the monitor task reference
+    upload_queue.monitor_task = asyncio.create_task(monitor_upload_queue())


 # Get the server's event loop and initialize there
@@ -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
+}
@@ -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"]
+  ],
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+      "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": []
+    },
+    {
+      "id": 22,
+      "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": []
+    },
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+      "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"
+      ]
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+      "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"]
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+      "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
+}
@@ -0,0 +1,482 @@
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+  "extra": {
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+    [218, 83, 0, 45, 1, "INT"]
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+      "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]
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+    {
+      "id": 26,
+      "pos": [520, 100],
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+      "flags": {},
+      "order": 14,
+      "inputs": [
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+      ],
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+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [129],
+          "shape": 3,
+          "slot_index": 0
+        }
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+        {
+          "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],
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+      "size": [222.3482666015625, 46],
+      "type": "BasicGuider",
+      "flags": {},
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+      "inputs": [
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+        {
+          "link": 129,
+          "name": "conditioning",
+          "type": "CONDITIONING",
+          "slot_index": 1
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [30],
+          "shape": 3,
+          "slot_index": 0
+        }
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+      "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",
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+        { "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
+}
@@ -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
+}
@@ -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": [
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@@ -0,0 +1,452 @@
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+}
@@ -0,0 +1,359 @@
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+          "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
+}
@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-deploy"
 description = "Open source comfyui deployment platform, a vercel for generative workflow infra."
-version = "1.1.0"
+version = "2.0.0"
 license = { file = "LICENSE" }
 dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg"]
Author	SHA1	Message	Date
bennykok	d735d8ae9c	fix	2025-03-28 10:15:09 +01:00
bennykok	349aee5420	fix: upload queue cleanup	2025-03-28 09:55:02 +01:00
BennyKok	0ae70835c4	remove sending ws event, since its not used.	2025-03-27 00:04:34 +08:00
BennyKok	99cda529a9	chore: clearer log when request time out	2025-03-26 23:55:47 +08:00
bennykok	7e640a0da4	bump version	2025-03-24 09:44:00 +08:00
BennyKok	f19b80a25d	Update README.md Removed the videos since its outdated	2025-03-16 10:31:00 +08:00
karrix	1ba7640d7f	refactor: image output id optional	2025-03-13 21:15:14 +08:00
Nick Kao	6ecf9c782b	Merge pull request #81 from Jeremy8776/main Fix: Organised Node List	2025-03-07 10:26:46 -08:00
Jeremy	1904b4bdbf	Fix: Organised Node List All CD nodes under one group in the node list. Not sure what subdir are wanted.	2025-03-07 18:12:56 +00:00
karrix	4112e0ec8c	feat: example workflows	2025-03-06 20:11:52 +08:00