diff --git a/examples/example_start_end_frames.json b/examples/example_start_end_frames.json
index 2a6ae3e..377ef4d 100644
--- a/examples/example_start_end_frames.json
+++ b/examples/example_start_end_frames.json
@@ -1,19 +1,19 @@
 {
   "id": "f7892458-72a2-4d5b-a285-afa7a53cbfb9",
   "revision": 0,
-  "last_node_id": 95,
-  "last_link_id": 267,
+  "last_node_id": 119,
+  "last_link_id": 315,
   "nodes": [
     {
-      "id": 17,
-      "type": "CLIPVisionLoader",
+      "id": 58,
+      "type": "UNETLoader",
       "pos": [
-        790,
-        -1290
+        170,
+        -2010
       ],
       "size": [
-        315,
-        58
+        380,
+        82
       ],
       "flags": {},
       "order": 0,
@@ -21,81 +21,72 @@
       "inputs": [],
       "outputs": [
         {
-          "name": "CLIP_VISION",
-          "type": "CLIP_VISION",
-          "links": [
-            19
-          ]
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": []
         }
       ],
+      "title": "Load Fun InP Model (LoRA not supported)",
       "properties": {
         "cnr_id": "comfy-core",
         "ver": "0.3.27",
-        "Node name for S&R": "CLIPVisionLoader"
+        "Node name for S&R": "UNETLoader"
       },
       "widgets_values": [
-        "clip_vision_h.safetensors"
+        "Wan2.1-Fun-InP-14B_fp8_e4m3fn.safetensors",
+        "fp8_e4m3fn_fast"
       ],
       "color": "#323",
       "bgcolor": "#535"
     },
     {
-      "id": 55,
-      "type": "TorchCompileModelWanVideo",
+      "id": 19,
+      "type": "UnetLoaderGGUF",
       "pos": [
-        2280,
-        -1890
+        170,
+        -1880
       ],
       "size": [
-        315,
-        178
+        380,
+        60
       ],
       "flags": {},
-      "order": 21,
-      "mode": 4,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 175
-        }
-      ],
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
       "outputs": [
         {
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            176
+            267
           ]
         }
       ],
       "properties": {
-        "cnr_id": "comfyui-kjnodes",
-        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
-        "Node name for S&R": "TorchCompileModelWanVideo"
+        "cnr_id": "ComfyUI-GGUF",
+        "ver": "bc5223b0e37e053dbec2ea5e5f52c2fd4b8f712a",
+        "Node name for S&R": "UnetLoaderGGUF"
       },
       "widgets_values": [
-        "inductor",
-        false,
-        "default",
-        false,
-        64,
-        true
-      ]
+        "wan2.1-i2v-14b-480p-Q8_0.gguf"
+      ],
+      "color": "#323",
+      "bgcolor": "#535"
     },
     {
       "id": 13,
       "type": "CLIPLoader",
       "pos": [
-        730,
-        -1570
+        170,
+        -1770
       ],
       "size": [
-        370,
+        380,
         100
       ],
       "flags": {},
-      "order": 1,
+      "order": 2,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -122,59 +113,53 @@
       "bgcolor": "#535"
     },
     {
-      "id": 14,
-      "type": "CLIPTextEncode",
+      "id": 17,
+      "type": "CLIPVisionLoader",
       "pos": [
-        1270,
-        -1310
+        170,
+        -1620
       ],
       "size": [
-        400,
-        200
+        380,
+        60
       ],
       "flags": {},
-      "order": 9,
+      "order": 3,
       "mode": 0,
-      "inputs": [
-        {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 14
-        }
-      ],
+      "inputs": [],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
+          "name": "CLIP_VISION",
+          "type": "CLIP_VISION",
           "links": [
-            180
+            19
           ]
         }
       ],
       "properties": {
         "cnr_id": "comfy-core",
         "ver": "0.3.27",
-        "Node name for S&R": "CLIPTextEncode"
+        "Node name for S&R": "CLIPVisionLoader"
       },
       "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"
+        "clip_vision_h.safetensors"
       ],
-      "color": "#322",
-      "bgcolor": "#533"
+      "color": "#323",
+      "bgcolor": "#535"
     },
     {
       "id": 15,
       "type": "VAELoader",
       "pos": [
-        790,
-        -1410
+        170,
+        -1510
       ],
       "size": [
-        315,
-        58
+        380,
+        60
       ],
       "flags": {},
-      "order": 2,
+      "order": 4,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -199,147 +184,19 @@
       "bgcolor": "#535"
     },
     {
-      "id": 16,
-      "type": "CLIPVisionEncode",
+      "id": 50,
+      "type": "WanVideoEnhanceAVideoKJ",
       "pos": [
-        1410,
-        -1060
+        1230,
+        -1890
       ],
       "size": [
-        253.60000610351562,
-        78
-      ],
-      "flags": {},
-      "order": 14,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "clip_vision",
-          "type": "CLIP_VISION",
-          "link": 19
-        },
-        {
-          "name": "image",
-          "type": "IMAGE",
-          "link": 153
-        }
-      ],
-      "outputs": [
-        {
-          "name": "CLIP_VISION_OUTPUT",
-          "type": "CLIP_VISION_OUTPUT",
-          "links": [
-            182
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "CLIPVisionEncode"
-      },
-      "widgets_values": [
-        "none"
-      ]
-    },
-    {
-      "id": 45,
-      "type": "ImageNoiseAugmentation",
-      "pos": [
-        900,
-        -1130
-      ],
-      "size": [
-        230,
-        106
-      ],
-      "flags": {},
-      "order": 11,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "image",
-          "type": "IMAGE",
-          "link": 189
-        }
-      ],
-      "outputs": [
-        {
-          "name": "IMAGE",
-          "type": "IMAGE",
-          "links": [
-            153,
-            183
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfyui-kjnodes",
-        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
-        "Node name for S&R": "ImageNoiseAugmentation"
-      },
-      "widgets_values": [
-        0.015000000000000003,
-        1234,
-        "fixed"
-      ]
-    },
-    {
-      "id": 37,
-      "type": "VAEDecode",
-      "pos": [
-        2360,
-        -1590
-      ],
-      "size": [
-        140,
-        46
+        280,
+        80
       ],
       "flags": {},
       "order": 23,
       "mode": 0,
-      "inputs": [
-        {
-          "name": "samples",
-          "type": "LATENT",
-          "link": 193
-        },
-        {
-          "name": "vae",
-          "type": "VAE",
-          "link": 120
-        }
-      ],
-      "outputs": [
-        {
-          "name": "IMAGE",
-          "type": "IMAGE",
-          "links": [
-            260
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "VAEDecode"
-      },
-      "widgets_values": []
-    },
-    {
-      "id": 50,
-      "type": "WanVideoEnhanceAVideoKJ",
-      "pos": [
-        1560,
-        -1820
-      ],
-      "size": [
-        277.20001220703125,
-        80
-      ],
-      "flags": {},
-      "order": 19,
-      "mode": 4,
       "inputs": [
         {
           "name": "model",
@@ -349,7 +206,7 @@
         {
           "name": "latent",
           "type": "LATENT",
-          "link": null
+          "link": 271
         }
       ],
       "outputs": [
@@ -370,19 +227,151 @@
         2.0000000000000004
       ]
     },
+    {
+      "id": 54,
+      "type": "WanVideoTeaCacheKJ",
+      "pos": [
+        1230,
+        -1770
+      ],
+      "size": [
+        280,
+        154
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 172
+        },
+        {
+          "name": "coefficients",
+          "type": "COMBO",
+          "widget": {
+            "name": "coefficients"
+          },
+          "link": 270
+        }
+      ],
+      "outputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "links": [
+            175
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
+        "Node name for S&R": "WanVideoTeaCacheKJ"
+      },
+      "widgets_values": [
+        0.23000000000000007,
+        0.1,
+        1,
+        "offload_device",
+        "i2v_480"
+      ]
+    },
+    {
+      "id": 84,
+      "type": "PatchModelPatcherOrder",
+      "pos": [
+        1230,
+        -2010
+      ],
+      "size": [
+        280,
+        82
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 22,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 213
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            214
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028",
+        "Node name for S&R": "PatchModelPatcherOrder"
+      },
+      "widgets_values": [
+        "weight_patch_first",
+        "disabled"
+      ]
+    },
+    {
+      "id": 48,
+      "type": "ModelSamplingSD3",
+      "pos": [
+        970,
+        -2010
+      ],
+      "size": [
+        240,
+        60
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 265
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            158
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "ModelSamplingSD3"
+      },
+      "widgets_values": [
+        8.000000000000002
+      ]
+    },
     {
       "id": 47,
       "type": "SkipLayerGuidanceWanVideo",
       "pos": [
-        1000,
-        -1820
+        970,
+        -1900
       ],
       "size": [
-        235.1999969482422,
-        106
+        240,
+        110
       ],
       "flags": {},
-      "order": 15,
+      "order": 19,
       "mode": 4,
       "inputs": [
         {
@@ -411,19 +400,62 @@
         1
       ]
     },
+    {
+      "id": 28,
+      "type": "PathchSageAttentionKJ",
+      "pos": [
+        970,
+        -1740
+      ],
+      "size": [
+        240,
+        60
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 21,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 156
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            213
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
+        "Node name for S&R": "PathchSageAttentionKJ"
+      },
+      "widgets_values": [
+        "auto"
+      ]
+    },
     {
       "id": 46,
       "type": "ImageNoiseAugmentation",
       "pos": [
-        900,
-        -750
+        820,
+        -660
       ],
       "size": [
         230,
         106
       ],
-      "flags": {},
-      "order": 12,
+      "flags": {
+        "collapsed": true
+      },
+      "order": 16,
       "mode": 0,
       "inputs": [
         {
@@ -452,459 +484,19 @@
         "fixed"
       ]
     },
-    {
-      "id": 38,
-      "type": "VHS_VideoCombine",
-      "pos": [
-        2760,
-        -1500
-      ],
-      "size": [
-        430,
-        758
-      ],
-      "flags": {},
-      "order": 25,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "images",
-          "type": "IMAGE",
-          "link": 261
-        },
-        {
-          "name": "audio",
-          "shape": 7,
-          "type": "AUDIO",
-          "link": null
-        },
-        {
-          "name": "meta_batch",
-          "shape": 7,
-          "type": "VHS_BatchManager",
-          "link": null
-        },
-        {
-          "name": "vae",
-          "shape": 7,
-          "type": "VAE",
-          "link": null
-        }
-      ],
-      "outputs": [
-        {
-          "name": "Filenames",
-          "type": "VHS_FILENAMES",
-          "links": null
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfyui-videohelpersuite",
-        "ver": "c9dcc3a229437df232d61da4f9697c87c1f22428",
-        "Node name for S&R": "VHS_VideoCombine"
-      },
-      "widgets_values": {
-        "frame_rate": 16,
-        "loop_count": 0,
-        "filename_prefix": "Wan/",
-        "format": "video/h264-mp4",
-        "pix_fmt": "yuv420p",
-        "crf": 19,
-        "save_metadata": false,
-        "trim_to_audio": false,
-        "pingpong": false,
-        "save_output": true,
-        "videopreview": {
-          "hidden": false,
-          "paused": false,
-          "params": {
-            "filename": "Wan_00052.mp4",
-            "subfolder": "",
-            "type": "output",
-            "format": "video/h264-mp4",
-            "frame_rate": 16,
-            "workflow": "Wan_00052.png",
-            "fullpath": "D:\\ai\\ComfyUI_windows_portable\\ComfyUI\\output\\Wan_00052.mp4"
-          }
-        }
-      }
-    },
-    {
-      "id": 28,
-      "type": "PathchSageAttentionKJ",
-      "pos": [
-        1270,
-        -1820
-      ],
-      "size": [
-        210,
-        58
-      ],
-      "flags": {},
-      "order": 17,
-      "mode": 4,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 156
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            213
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfyui-kjnodes",
-        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
-        "Node name for S&R": "PathchSageAttentionKJ"
-      },
-      "widgets_values": [
-        "auto"
-      ]
-    },
-    {
-      "id": 84,
-      "type": "PatchModelPatcherOrder",
-      "pos": [
-        1270,
-        -1960
-      ],
-      "size": [
-        270,
-        82
-      ],
-      "flags": {
-        "collapsed": false
-      },
-      "order": 18,
-      "mode": 4,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 213
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            214
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfyui-kjnodes",
-        "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028",
-        "Node name for S&R": "PatchModelPatcherOrder"
-      },
-      "widgets_values": [
-        "weight_patch_first",
-        "disabled"
-      ]
-    },
-    {
-      "id": 12,
-      "type": "CLIPTextEncode",
-      "pos": [
-        1270,
-        -1560
-      ],
-      "size": [
-        400,
-        200
-      ],
-      "flags": {},
-      "order": 8,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 12
-        }
-      ],
-      "outputs": [
-        {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "links": [
-            179
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "CLIPTextEncode"
-      },
-      "widgets_values": [
-        "p5lls g4un pulls starts shooting with a gun, after that puts down the gun."
-      ],
-      "color": "#232",
-      "bgcolor": "#353"
-    },
-    {
-      "id": 53,
-      "type": "KSampler",
-      "pos": [
-        2180,
-        -1500
-      ],
-      "size": [
-        315,
-        571
-      ],
-      "flags": {},
-      "order": 22,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 176
-        },
-        {
-          "name": "positive",
-          "type": "CONDITIONING",
-          "link": 245
-        },
-        {
-          "name": "negative",
-          "type": "CONDITIONING",
-          "link": 246
-        },
-        {
-          "name": "latent_image",
-          "type": "LATENT",
-          "link": 247
-        }
-      ],
-      "outputs": [
-        {
-          "name": "LATENT",
-          "type": "LATENT",
-          "links": [
-            193
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "KSampler"
-      },
-      "widgets_values": [
-        201369609677778,
-        "randomize",
-        20,
-        4,
-        "euler",
-        "simple",
-        1,
-        ""
-      ]
-    },
-    {
-      "id": 95,
-      "type": "LoraLoaderModelOnly",
-      "pos": [
-        590,
-        -1850
-      ],
-      "size": [
-        315,
-        82
-      ],
-      "flags": {},
-      "order": 10,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 267
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            265
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "LoraLoaderModelOnly"
-      },
-      "widgets_values": [
-        "gun_epoch20.safetensors",
-        1
-      ],
-      "color": "#323",
-      "bgcolor": "#535"
-    },
-    {
-      "id": 86,
-      "type": "Note",
-      "pos": [
-        -40,
-        -1690
-      ],
-      "size": [
-        710,
-        320
-      ],
-      "flags": {},
-      "order": 3,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "title": "MODEL DOWNLOAD URL",
-      "properties": {},
-      "widgets_values": [
-        "MODEL (select one):\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-720P-gguf/tree/main\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/diffusion_models\n\nFUN MODEL (lora not supported, optional)\nhttps://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2.1-Fun-InP-14B_fp8_e4m3fn.safetensors\n\n\nCLIP (select one):\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors\n\n\nCLIP VISION:\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors\n\n\nVAE:\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors\n\n\nLORA (example):\nhttps://civitai.com/models/1344352/gun-shooting-wan21-i2v-lora"
-      ],
-      "color": "#432",
-      "bgcolor": "#653",
-      "shape": 2
-    },
-    {
-      "id": 19,
-      "type": "UnetLoaderGGUF",
-      "pos": [
-        140,
-        -1850
-      ],
-      "size": [
-        360,
-        58
-      ],
-      "flags": {},
-      "order": 4,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            267
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "ComfyUI-GGUF",
-        "ver": "bc5223b0e37e053dbec2ea5e5f52c2fd4b8f712a",
-        "Node name for S&R": "UnetLoaderGGUF"
-      },
-      "widgets_values": [
-        "wan2.1-i2v-14b-480p-Q8_0.gguf"
-      ],
-      "color": "#323",
-      "bgcolor": "#535"
-    },
-    {
-      "id": 58,
-      "type": "UNETLoader",
-      "pos": [
-        120,
-        -1980
-      ],
-      "size": [
-        380,
-        82
-      ],
-      "flags": {},
-      "order": 5,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": []
-        }
-      ],
-      "title": "Load Fun InP Model (LoRA not supported)",
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "UNETLoader"
-      },
-      "widgets_values": [
-        "Wan2.1-Fun-InP-14B_fp8_e4m3fn.safetensors",
-        "fp8_e4m3fn_fast"
-      ],
-      "color": "#323",
-      "bgcolor": "#535"
-    },
-    {
-      "id": 54,
-      "type": "WanVideoTeaCacheKJ",
-      "pos": [
-        1900,
-        -1890
-      ],
-      "size": [
-        340.20001220703125,
-        154
-      ],
-      "flags": {},
-      "order": 20,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 172
-        }
-      ],
-      "outputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "links": [
-            175
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfyui-kjnodes",
-        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
-        "Node name for S&R": "WanVideoTeaCacheKJ"
-      },
-      "widgets_values": [
-        0.23000000000000007,
-        0.1,
-        1,
-        "offload_device",
-        "i2v_480"
-      ]
-    },
     {
       "id": 59,
       "type": "LoadImage",
       "pos": [
-        490,
-        -1130
+        170,
+        -1270
       ],
       "size": [
-        315,
-        314
+        320,
+        326
       ],
       "flags": {},
-      "order": 6,
+      "order": 5,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -938,15 +530,15 @@
       "id": 60,
       "type": "LoadImage",
       "pos": [
-        490,
-        -740
+        170,
+        -850
       ],
       "size": [
-        315,
-        314
+        320,
+        326
       ],
       "flags": {},
-      "order": 7,
+      "order": 6,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -977,63 +569,26 @@
       "bgcolor": "#3f5159"
     },
     {
-      "id": 48,
-      "type": "ModelSamplingSD3",
+      "id": 45,
+      "type": "ImageNoiseAugmentation",
       "pos": [
-        1000,
-        -1940
+        820,
+        -710
       ],
       "size": [
-        210,
-        58
+        230,
+        106
       ],
-      "flags": {},
-      "order": 13,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 265
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            158
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.27",
-        "Node name for S&R": "ModelSamplingSD3"
+      "flags": {
+        "collapsed": true
       },
-      "widgets_values": [
-        8.000000000000002
-      ]
-    },
-    {
-      "id": 94,
-      "type": "WanSkipEndFrameImages_F2",
-      "pos": [
-        2510,
-        -1500
-      ],
-      "size": [
-        240,
-        58
-      ],
-      "flags": {},
-      "order": 24,
+      "order": 15,
       "mode": 0,
       "inputs": [
         {
-          "name": "images",
+          "name": "image",
           "type": "IMAGE",
-          "link": 260
+          "link": 189
         }
       ],
       "outputs": [
@@ -1041,32 +596,706 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            261
+            153,
+            183
           ]
         }
       ],
       "properties": {
-        "cnr_id": "ComfyUI-WanStartEndFramesNative",
-        "ver": "7ee27a33536ff32afcb9e52d528a3f73a3622440",
-        "Node name for S&R": "WanSkipEndFrameImages_F2"
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
+        "Node name for S&R": "ImageNoiseAugmentation"
       },
       "widgets_values": [
+        0.015000000000000003,
+        1234,
+        "fixed"
+      ]
+    },
+    {
+      "id": 86,
+      "type": "Note",
+      "pos": [
+        -580,
+        -2000
+      ],
+      "size": [
+        710,
+        320
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "MODEL DOWNLOAD URL",
+      "properties": {},
+      "widgets_values": [
+        "MODEL (select one):\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-720P-gguf/tree/main\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/diffusion_models\n\nFUN MODEL (lora not supported, optional)\nhttps://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2.1-Fun-InP-14B_fp8_e4m3fn.safetensors\n\n\nCLIP (select one):\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors\n\n\nCLIP VISION:\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors\n\n\nVAE:\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors\n\n\nLORA (optional):\nhttps://civitai.com/models/1344352/gun-shooting-wan21-i2v-lora"
+      ],
+      "color": "#432",
+      "bgcolor": "#653",
+      "shape": 2
+    },
+    {
+      "id": 37,
+      "type": "VAEDecode",
+      "pos": [
+        2140,
+        -1390
+      ],
+      "size": [
+        160,
+        46
+      ],
+      "flags": {},
+      "order": 32,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 313
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 120
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            260
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 103,
+      "type": "BasicScheduler",
+      "pos": [
+        1100,
+        -750
+      ],
+      "size": [
+        320,
+        110
+      ],
+      "flags": {},
+      "order": 26,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 278
+        }
+      ],
+      "outputs": [
+        {
+          "name": "SIGMAS",
+          "type": "SIGMAS",
+          "links": [
+            276
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "BasicScheduler"
+      },
+      "widgets_values": [
+        "sgm_uniform",
+        20,
         1
       ]
     },
+    {
+      "id": 55,
+      "type": "TorchCompileModelWanVideo",
+      "pos": [
+        1530,
+        -1790
+      ],
+      "size": [
+        280,
+        180
+      ],
+      "flags": {},
+      "order": 25,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 175
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            278,
+            298,
+            306
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
+        "Node name for S&R": "TorchCompileModelWanVideo"
+      },
+      "widgets_values": [
+        "inductor",
+        false,
+        "default",
+        false,
+        64,
+        true
+      ]
+    },
+    {
+      "id": 117,
+      "type": "RandomNoise",
+      "pos": [
+        1100,
+        -460
+      ],
+      "size": [
+        320,
+        82
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "NOISE",
+          "type": "NOISE",
+          "links": [
+            300,
+            303
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "RandomNoise"
+      },
+      "widgets_values": [
+        1125771923107355,
+        "randomize"
+      ]
+    },
+    {
+      "id": 101,
+      "type": "SplitSigmas",
+      "pos": [
+        1100,
+        -590
+      ],
+      "size": [
+        320,
+        80
+      ],
+      "flags": {},
+      "order": 29,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 276
+        }
+      ],
+      "outputs": [
+        {
+          "name": "high_sigmas",
+          "type": "SIGMAS",
+          "links": [
+            314
+          ]
+        },
+        {
+          "name": "low_sigmas",
+          "type": "SIGMAS",
+          "links": [
+            309
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "SplitSigmas"
+      },
+      "widgets_values": [
+        12
+      ]
+    },
+    {
+      "id": 95,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        580,
+        -1530
+      ],
+      "size": [
+        330,
+        82
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 267
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            265
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "LoraLoaderModelOnly"
+      },
+      "widgets_values": [
+        "gun_epoch20.safetensors",
+        1
+      ],
+      "color": "#323",
+      "bgcolor": "#535"
+    },
+    {
+      "id": 100,
+      "type": "PrimitiveNode",
+      "pos": [
+        610,
+        -1880
+      ],
+      "size": [
+        250,
+        106
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": " ",
+          "name": "COMBO",
+          "type": "COMBO",
+          "widget": {
+            "name": "coefficients"
+          },
+          "links": [
+            270
+          ]
+        }
+      ],
+      "title": "Select Coefficients",
+      "properties": {
+        "Run widget replace on values": false
+      },
+      "widgets_values": [
+        "i2v_480",
+        "fixed",
+        ""
+      ],
+      "color": "#323",
+      "bgcolor": "#535"
+    },
+    {
+      "id": 104,
+      "type": "KSamplerSelect",
+      "pos": [
+        1100,
+        -860
+      ],
+      "size": [
+        320,
+        60
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "SAMPLER",
+          "type": "SAMPLER",
+          "links": [
+            301
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "KSamplerSelect"
+      },
+      "widgets_values": [
+        "uni_pc"
+      ]
+    },
+    {
+      "id": 116,
+      "type": "CFGGuider",
+      "pos": [
+        1100,
+        -1010
+      ],
+      "size": [
+        320,
+        98
+      ],
+      "flags": {},
+      "order": 27,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 298
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 292
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 293
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [
+            299
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "CFGGuider"
+      },
+      "widgets_values": [
+        6
+      ]
+    },
+    {
+      "id": 12,
+      "type": "CLIPTextEncode",
+      "pos": [
+        620,
+        -1270
+      ],
+      "size": [
+        400,
+        200
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 12
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            179
+          ]
+        }
+      ],
+      "title": "Positive",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        ""
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 14,
+      "type": "CLIPTextEncode",
+      "pos": [
+        620,
+        -1000
+      ],
+      "size": [
+        400,
+        200
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 14
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            180
+          ]
+        }
+      ],
+      "title": "Negative",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "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"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 118,
+      "type": "SamplerCustomAdvanced",
+      "pos": [
+        1840,
+        -1270
+      ],
+      "size": [
+        270,
+        378
+      ],
+      "flags": {},
+      "order": 31,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "noise",
+          "type": "NOISE",
+          "link": 303
+        },
+        {
+          "name": "guider",
+          "type": "GUIDER",
+          "link": 307
+        },
+        {
+          "name": "sampler",
+          "type": "SAMPLER",
+          "link": 310
+        },
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 309
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 315
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "LATENT",
+          "links": [
+            313
+          ]
+        },
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "links": []
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "SamplerCustomAdvanced"
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 38,
+      "type": "VHS_VideoCombine",
+      "pos": [
+        2140,
+        -1270
+      ],
+      "size": [
+        430,
+        758
+      ],
+      "flags": {},
+      "order": 34,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 261
+        },
+        {
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
+        },
+        {
+          "name": "meta_batch",
+          "shape": 7,
+          "type": "VHS_BatchManager",
+          "link": null
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "Filenames",
+          "type": "VHS_FILENAMES",
+          "links": null
+        }
+      ],
+      "title": "RESULT",
+      "properties": {
+        "cnr_id": "comfyui-videohelpersuite",
+        "ver": "c9dcc3a229437df232d61da4f9697c87c1f22428",
+        "Node name for S&R": "VHS_VideoCombine"
+      },
+      "widgets_values": {
+        "frame_rate": 16,
+        "loop_count": 0,
+        "filename_prefix": "Wan/",
+        "format": "video/h264-mp4",
+        "pix_fmt": "yuv420p",
+        "crf": 19,
+        "save_metadata": false,
+        "trim_to_audio": false,
+        "pingpong": false,
+        "save_output": true,
+        "videopreview": {
+          "hidden": false,
+          "paused": false,
+          "params": {
+            "filename": "Wan_00054.mp4",
+            "subfolder": "",
+            "type": "output",
+            "format": "video/h264-mp4",
+            "frame_rate": 16,
+            "workflow": "Wan_00054.png",
+            "fullpath": "D:\\ai\\ComfyUI_windows_portable\\ComfyUI\\output\\Wan_00054.mp4"
+          }
+        }
+      }
+    },
+    {
+      "id": 16,
+      "type": "CLIPVisionEncode",
+      "pos": [
+        860,
+        -610
+      ],
+      "size": [
+        253.60000610351562,
+        78
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip_vision",
+          "type": "CLIP_VISION",
+          "link": 19
+        },
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 153
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CLIP_VISION_OUTPUT",
+          "type": "CLIP_VISION_OUTPUT",
+          "links": [
+            182
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "CLIPVisionEncode"
+      },
+      "widgets_values": [
+        "none"
+      ]
+    },
     {
       "id": 56,
       "type": "WanImageToVideo_F2",
       "pos": [
-        1770,
-        -1480
+        1100,
+        -1270
       ],
       "size": [
-        342.5999755859375,
+        320,
         206
       ],
       "flags": {},
-      "order": 16,
+      "order": 20,
       "mode": 0,
       "inputs": [
         {
@@ -1107,21 +1336,24 @@
           "name": "positive",
           "type": "CONDITIONING",
           "links": [
-            245
+            292,
+            304
           ]
         },
         {
           "name": "negative",
           "type": "CONDITIONING",
           "links": [
-            246
+            293,
+            305
           ]
         },
         {
           "name": "latent",
           "type": "LATENT",
           "links": [
-            247
+            271,
+            302
           ]
         }
       ],
@@ -1131,9 +1363,198 @@
         "Node name for S&R": "WanImageToVideo_F2"
       },
       "widgets_values": [
-        480,
-        480,
-        61
+        512,
+        512,
+        49
+      ]
+    },
+    {
+      "id": 108,
+      "type": "SamplerCustomAdvanced",
+      "pos": [
+        1540,
+        -1270
+      ],
+      "size": [
+        280,
+        388
+      ],
+      "flags": {},
+      "order": 30,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "noise",
+          "type": "NOISE",
+          "link": 300
+        },
+        {
+          "name": "guider",
+          "type": "GUIDER",
+          "link": 299
+        },
+        {
+          "name": "sampler",
+          "type": "SAMPLER",
+          "link": 301
+        },
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 314
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 302
+        }
+      ],
+      "outputs": [
+        {
+          "name": "output",
+          "type": "LATENT",
+          "links": []
+        },
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "links": [
+            315
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "SamplerCustomAdvanced"
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 119,
+      "type": "CFGGuider",
+      "pos": [
+        1840,
+        -1310
+      ],
+      "size": [
+        210,
+        98
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 28,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 306
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 304
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 305
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [
+            307
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "CFGGuider"
+      },
+      "widgets_values": [
+        1
+      ]
+    },
+    {
+      "id": 106,
+      "type": "KSamplerSelect",
+      "pos": [
+        1840,
+        -1350
+      ],
+      "size": [
+        280,
+        58
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 11,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "SAMPLER",
+          "type": "SAMPLER",
+          "links": [
+            310
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.27",
+        "Node name for S&R": "KSamplerSelect"
+      },
+      "widgets_values": [
+        "gradient_estimation"
+      ]
+    },
+    {
+      "id": 94,
+      "type": "WanSkipEndFrameImages_F2",
+      "pos": [
+        2330,
+        -1390
+      ],
+      "size": [
+        240,
+        58
+      ],
+      "flags": {},
+      "order": 33,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 260
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            261
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanStartEndFramesNative",
+        "ver": "7ee27a33536ff32afcb9e52d528a3f73a3622440",
+        "Node name for S&R": "WanSkipEndFrameImages_F2"
+      },
+      "widgets_values": [
+        1
       ]
     }
   ],
@@ -1210,14 +1631,6 @@
       0,
       "MODEL"
     ],
-    [
-      176,
-      55,
-      0,
-      53,
-      0,
-      "MODEL"
-    ],
     [
       179,
       12,
@@ -1274,14 +1687,6 @@
       0,
       "IMAGE"
     ],
-    [
-      193,
-      53,
-      0,
-      37,
-      0,
-      "LATENT"
-    ],
     [
       213,
       28,
@@ -1298,30 +1703,6 @@
       0,
       "MODEL"
     ],
-    [
-      245,
-      56,
-      0,
-      53,
-      1,
-      "CONDITIONING"
-    ],
-    [
-      246,
-      56,
-      1,
-      53,
-      2,
-      "CONDITIONING"
-    ],
-    [
-      247,
-      56,
-      2,
-      53,
-      3,
-      "LATENT"
-    ],
     [
       260,
       37,
@@ -1361,16 +1742,263 @@
       95,
       0,
       "MODEL"
+    ],
+    [
+      270,
+      100,
+      0,
+      54,
+      1,
+      "COMBO"
+    ],
+    [
+      271,
+      56,
+      2,
+      50,
+      1,
+      "LATENT"
+    ],
+    [
+      276,
+      103,
+      0,
+      101,
+      0,
+      "SIGMAS"
+    ],
+    [
+      278,
+      55,
+      0,
+      103,
+      0,
+      "MODEL"
+    ],
+    [
+      292,
+      56,
+      0,
+      116,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      293,
+      56,
+      1,
+      116,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      298,
+      55,
+      0,
+      116,
+      0,
+      "MODEL"
+    ],
+    [
+      299,
+      116,
+      0,
+      108,
+      1,
+      "GUIDER"
+    ],
+    [
+      300,
+      117,
+      0,
+      108,
+      0,
+      "NOISE"
+    ],
+    [
+      301,
+      104,
+      0,
+      108,
+      2,
+      "SAMPLER"
+    ],
+    [
+      302,
+      56,
+      2,
+      108,
+      4,
+      "LATENT"
+    ],
+    [
+      303,
+      117,
+      0,
+      118,
+      0,
+      "NOISE"
+    ],
+    [
+      304,
+      56,
+      0,
+      119,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      305,
+      56,
+      1,
+      119,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      306,
+      55,
+      0,
+      119,
+      0,
+      "MODEL"
+    ],
+    [
+      307,
+      119,
+      0,
+      118,
+      1,
+      "GUIDER"
+    ],
+    [
+      309,
+      101,
+      1,
+      118,
+      3,
+      "SIGMAS"
+    ],
+    [
+      310,
+      106,
+      0,
+      118,
+      2,
+      "SAMPLER"
+    ],
+    [
+      313,
+      118,
+      0,
+      37,
+      0,
+      "LATENT"
+    ],
+    [
+      314,
+      101,
+      0,
+      108,
+      3,
+      "SIGMAS"
+    ],
+    [
+      315,
+      108,
+      1,
+      118,
+      4,
+      "LATENT"
     ]
   ],
-  "groups": [],
+  "groups": [
+    {
+      "id": 1,
+      "title": "Start Image",
+      "bounding": [
+        160,
+        -1340,
+        340,
+        400
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 2,
+      "title": "End Image",
+      "bounding": [
+        160,
+        -920,
+        340,
+        400
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 3,
+      "title": "MODEL PATCH",
+      "bounding": [
+        960,
+        -2080,
+        860,
+        480
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 4,
+      "title": "MODELS",
+      "bounding": [
+        160,
+        -2080,
+        760,
+        640
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 5,
+      "title": "PARAMETER",
+      "bounding": [
+        1090,
+        -1340,
+        340,
+        975.5999755859375
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 6,
+      "title": "Prompt",
+      "bounding": [
+        610,
+        -1340,
+        420,
+        553.5999755859375
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
   "config": {},
   "extra": {
     "ds": {
-      "scale": 0.9713562380765963,
+      "scale": 0.8830511255241797,
       "offset": [
-        -888.3853554506056,
-        1770.4848731587415
+        -849.0180502568,
+        1714.2581079798244
       ]
     },
     "VHS_latentpreview": true,