Upload folder using huggingface_hub

result/wanvideo_720p_I2V.json

@@ -0,0 +1,1653 @@
+{
+  "id": "206247b6-9fec-4ed2-8927-e4f388c674d4",
+  "revision": 0,
+  "last_node_id": 67,
+  "last_link_id": 83,
+  "nodes": [
+    {
+      "id": 46,
+      "type": "WanVideoTextEmbedBridge",
+      "pos": [
+        1204.152587890625,
+        707.1484985351562
+      ],
+      "size": [
+        315,
+        46
+      ],
+      "flags": {},
+      "order": 22,
+      "mode": 2,
+      "inputs": [
+        {
+          "label": "positive",
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 54
+        },
+        {
+          "label": "negative",
+          "name": "negative",
+          "shape": 7,
+          "type": "CONDITIONING",
+          "link": 55
+        }
+      ],
+      "outputs": [
+        {
+          "label": "text_embeds",
+          "name": "text_embeds",
+          "type": "WANVIDEOTEXTEMBEDS",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoTextEmbedBridge"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 50,
+      "type": "CLIPTextEncode",
+      "pos": [
+        754.153076171875,
+        967.1485595703125
+      ],
+      "size": [
+        400,
+        200
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 2,
+      "inputs": [
+        {
+          "label": "CLIP",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 53
+        }
+      ],
+      "outputs": [
+        {
+          "label": "条件",
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            55
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.26",
+        "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",
+        [
+          false,
+          true
+        ]
+      ]
+    },
+    {
+      "id": 48,
+      "type": "CLIPLoader",
+      "pos": [
+        394.15313720703125,
+        717.1484985351562
+      ],
+      "size": [
+        315,
+        106
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 2,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "CLIP",
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 0,
+          "links": [
+            52,
+            53
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.26",
+        "Node name for S&R": "CLIPLoader"
+      },
+      "widgets_values": [
+        "umt5_xxl_fp16.safetensors",
+        "wan",
+        "default"
+      ]
+    },
+    {
+      "id": 49,
+      "type": "CLIPTextEncode",
+      "pos": [
+        754.153076171875,
+        717.1484985351562
+      ],
+      "size": [
+        400,
+        200
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 2,
+      "inputs": [
+        {
+          "label": "CLIP",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 52
+        }
+      ],
+      "outputs": [
+        {
+          "label": "条件",
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            54
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.26",
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "high quality nature video featuring a red panda balancing on a bamboo stem while a bird lands on it's head, on the background there is a waterfall",
+        [
+          false,
+          true
+        ]
+      ]
+    },
+    {
+      "id": 42,
+      "type": "Note",
+      "pos": [
+        -580,
+        -760
+      ],
+      "size": [
+        314.96246337890625,
+        152.77333068847656
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Adjust the blocks to swap based on your VRAM, this is a tradeoff between speed and memory usage.\n\nAlternatively there's option to use VRAM management introduced in DiffSynt-Studios. This is usually slower, but saves even more VRAM compared to BlockSwap"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 45,
+      "type": "WanVideoVRAMManagement",
+      "pos": [
+        -210,
+        -580
+      ],
+      "size": [
+        315,
+        58
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "vram_management_args",
+          "name": "vram_management_args",
+          "type": "VRAM_MANAGEMENTARGS",
+          "links": []
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoVRAMManagement"
+      },
+      "widgets_values": [
+        1
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 36,
+      "type": "Note",
+      "pos": [
+        160,
+        -1010
+      ],
+      "size": [
+        374.3061828613281,
+        171.9547576904297
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "fp8_fast seems to cause huge quality degradation\n\nfp_16_fast enables \"Full FP16 Accmumulation in FP16 GEMMs\" feature available in the very latest pytorch nightly, this is around 20% speed boost. \n\nSageattn if you have it installed can be used for almost double inference speed"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 33,
+      "type": "Note",
+      "pos": [
+        170,
+        -1150
+      ],
+      "size": [
+        359.0753479003906,
+        88
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Models:\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 51,
+      "type": "Note",
+      "pos": [
+        424.153076171875,
+        547.1480712890625
+      ],
+      "size": [
+        253.16725158691406,
+        88
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "You can also use native ComfyUI text encoding with these nodes instead of the original, the models are node specific and can't otherwise be mixed."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 62,
+      "type": "Note",
+      "pos": [
+        315.68389892578125,
+        215.8892364501953
+      ],
+      "size": [
+        268.73455810546875,
+        90.03050994873047
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "The original code had automatic resolution adjustment based on input image total pixels  and aspect ratio. If you want to set it manually, disable the adjust_resolution"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 11,
+      "type": "LoadWanVideoT5TextEncoder",
+      "pos": [
+        161.7229461669922,
+        -501.2225036621094
+      ],
+      "size": [
+        377.1661376953125,
+        130
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "wan_t5_model",
+          "name": "wan_t5_model",
+          "type": "WANTEXTENCODER",
+          "slot_index": 0,
+          "links": [
+            15
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "LoadWanVideoT5TextEncoder"
+      },
+      "widgets_values": [
+        "umt5-xxl-enc-bf16.safetensors",
+        "bf16",
+        "offload_device",
+        "disabled"
+      ],
+      "color": "#332922",
+      "bgcolor": "#593930"
+    },
+    {
+      "id": 52,
+      "type": "WanVideoTeaCache",
+      "pos": [
+        1307.6705322265625,
+        -787.4303588867188
+      ],
+      "size": [
+        315,
+        178
+      ],
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "cache_args",
+          "name": "cache_args",
+          "type": "CACHEARGS",
+          "links": [
+            56
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoTeaCache"
+      },
+      "widgets_values": [
+        0.25,
+        1,
+        -1,
+        "offload_device",
+        "true",
+        "e"
+      ]
+    },
+    {
+      "id": 54,
+      "type": "Note",
+      "pos": [
+        961.6879272460938,
+        -580.803466796875
+      ],
+      "size": [
+        327.61932373046875,
+        88
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "Enhance-a-video can increase the fidelity of the results, too high values lead to noisy results."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 53,
+      "type": "Note",
+      "pos": [
+        960.3718872070312,
+        -810.77099609375
+      ],
+      "size": [
+        324.64129638671875,
+        159.47401428222656
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "TeaCache could be considered to be sort of an automated step skipper \n\nThe relative l1 threshold -value determines how aggressive this is, higher values are faster but quality suffers more. Very first steps should NEVER be skipped with this model or it kills the motion. When using the pre-calculated coefficients, the treshold value should be much higher than with the default coefficients."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 44,
+      "type": "Note",
+      "pos": [
+        -620.9041137695312,
+        -1049.732421875
+      ],
+      "size": [
+        303.0501403808594,
+        88
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "If you have Triton installed, connect this for ~30% speed increase"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 39,
+      "type": "WanVideoBlockSwap",
+      "pos": [
+        -210,
+        -760
+      ],
+      "size": [
+        315,
+        154
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "block_swap_args",
+          "name": "block_swap_args",
+          "type": "BLOCKSWAPARGS",
+          "slot_index": 0,
+          "links": [
+            50
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoBlockSwap"
+      },
+      "widgets_values": [
+        10,
+        false,
+        false,
+        true,
+        0
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 35,
+      "type": "WanVideoTorchCompileSettings",
+      "pos": [
+        -276.8500671386719,
+        -1050.6326904296875
+      ],
+      "size": [
+        390.5999755859375,
+        202
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "torch_compile_args",
+          "name": "torch_compile_args",
+          "type": "WANCOMPILEARGS",
+          "slot_index": 0,
+          "links": []
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoTorchCompileSettings"
+      },
+      "widgets_values": [
+        "inductor",
+        false,
+        "default",
+        false,
+        64,
+        true,
+        128
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 58,
+      "type": "LoadImage",
+      "pos": [
+        -650.719482421875,
+        173.7036895751953
+      ],
+      "size": [
+        413.10479736328125,
+        498.3180847167969
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "图像",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            72
+          ]
+        },
+        {
+          "label": "遮罩",
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.26",
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": [
+        "oldman_upscaled.png",
+        "image"
+      ],
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
+    },
+    {
+      "id": 63,
+      "type": "WanVideoImageToVideoEncode",
+      "pos": [
+        304.6556091308594,
+        -129.80532836914062
+      ],
+      "size": [
+        352.79998779296875,
+        390
+      ],
+      "flags": {},
+      "order": 25,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "vae",
+          "name": "vae",
+          "type": "WANVAE",
+          "link": 81
+        },
+        {
+          "label": "clip_embeds",
+          "name": "clip_embeds",
+          "shape": 7,
+          "type": "WANVIDIMAGE_CLIPEMBEDS",
+          "link": 82
+        },
+        {
+          "label": "start_image",
+          "name": "start_image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": 83
+        },
+        {
+          "label": "end_image",
+          "name": "end_image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "label": "control_embeds",
+          "name": "control_embeds",
+          "shape": 7,
+          "type": "WANVIDIMAGE_EMBEDS",
+          "link": null
+        },
+        {
+          "label": "temporal_mask",
+          "name": "temporal_mask",
+          "shape": 7,
+          "type": "MASK",
+          "link": null
+        },
+        {
+          "label": "extra_latents",
+          "name": "extra_latents",
+          "shape": 7,
+          "type": "LATENT",
+          "link": null
+        },
+        {
+          "label": "add_cond_latents",
+          "name": "add_cond_latents",
+          "shape": 7,
+          "type": "ADD_COND_LATENTS",
+          "link": null
+        },
+        {
+          "label": "width",
+          "name": "width",
+          "type": "INT",
+          "widget": {
+            "name": "width"
+          },
+          "link": 75
+        },
+        {
+          "label": "height",
+          "name": "height",
+          "type": "INT",
+          "widget": {
+            "name": "height"
+          },
+          "link": 76
+        }
+      ],
+      "outputs": [
+        {
+          "label": "image_embeds",
+          "name": "image_embeds",
+          "type": "WANVIDIMAGE_EMBEDS",
+          "links": [
+            66
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoImageToVideoEncode"
+      },
+      "widgets_values": [
+        832,
+        480,
+        81,
+        0.030000000000000006,
+        1,
+        1,
+        true,
+        false,
+        false
+      ],
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
+    },
+    {
+      "id": 59,
+      "type": "CLIPVisionLoader",
+      "pos": [
+        -583.8698120117188,
+        -168.6510009765625
+      ],
+      "size": [
+        315,
+        58
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "CLIP视觉",
+          "name": "CLIP_VISION",
+          "type": "CLIP_VISION",
+          "links": [
+            70
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.26",
+        "Node name for S&R": "CLIPVisionLoader"
+      },
+      "widgets_values": [
+        "clip_vision_h.safetensors"
+      ],
+      "color": "#233",
+      "bgcolor": "#355"
+    },
+    {
+      "id": 16,
+      "type": "WanVideoTextEncode",
+      "pos": [
+        787.8640747070312,
+        -91.52558898925781
+      ],
+      "size": [
+        420.30511474609375,
+        261.5306701660156
+      ],
+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "t5",
+          "name": "t5",
+          "type": "WANTEXTENCODER",
+          "link": 15
+        },
+        {
+          "label": "model_to_offload",
+          "name": "model_to_offload",
+          "shape": 7,
+          "type": "WANVIDEOMODEL",
+          "link": 79
+        }
+      ],
+      "outputs": [
+        {
+          "label": "text_embeds",
+          "name": "text_embeds",
+          "type": "WANVIDEOTEXTEMBEDS",
+          "slot_index": 0,
+          "links": [
+            30
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoTextEncode"
+      },
+      "widgets_values": [
+        "an old man is stroking his beard thoughtfully",
+        "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",
+        true,
+        [
+          false,
+          true
+        ],
+        [
+          false,
+          true
+        ]
+      ],
+      "color": "#332922",
+      "bgcolor": "#593930"
+    },
+    {
+      "id": 27,
+      "type": "WanVideoSampler",
+      "pos": [
+        1315.2401123046875,
+        -401.48028564453125
+      ],
+      "size": [
+        315,
+        787
+      ],
+      "flags": {},
+      "order": 26,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "model",
+          "name": "model",
+          "type": "WANVIDEOMODEL",
+          "link": 29
+        },
+        {
+          "label": "image_embeds",
+          "name": "image_embeds",
+          "type": "WANVIDIMAGE_EMBEDS",
+          "link": 66
+        },
+        {
+          "label": "text_embeds",
+          "name": "text_embeds",
+          "shape": 7,
+          "type": "WANVIDEOTEXTEMBEDS",
+          "link": 30
+        },
+        {
+          "label": "samples",
+          "name": "samples",
+          "shape": 7,
+          "type": "LATENT",
+          "link": null
+        },
+        {
+          "label": "feta_args",
+          "name": "feta_args",
+          "shape": 7,
+          "type": "FETAARGS",
+          "link": 80
+        },
+        {
+          "label": "context_options",
+          "name": "context_options",
+          "shape": 7,
+          "type": "WANVIDCONTEXT",
+          "link": null
+        },
+        {
+          "label": "cache_args",
+          "name": "cache_args",
+          "shape": 7,
+          "type": "CACHEARGS",
+          "link": 56
+        },
+        {
+          "label": "flowedit_args",
+          "name": "flowedit_args",
+          "shape": 7,
+          "type": "FLOWEDITARGS",
+          "link": null
+        },
+        {
+          "label": "slg_args",
+          "name": "slg_args",
+          "shape": 7,
+          "type": "SLGARGS",
+          "link": null
+        },
+        {
+          "label": "loop_args",
+          "name": "loop_args",
+          "shape": 7,
+          "type": "LOOPARGS",
+          "link": null
+        },
+        {
+          "label": "experimental_args",
+          "name": "experimental_args",
+          "shape": 7,
+          "type": "EXPERIMENTALARGS",
+          "link": null
+        },
+        {
+          "label": "sigmas",
+          "name": "sigmas",
+          "shape": 7,
+          "type": "SIGMAS",
+          "link": null
+        },
+        {
+          "label": "unianimate_poses",
+          "name": "unianimate_poses",
+          "shape": 7,
+          "type": "UNIANIMATE_POSE",
+          "link": null
+        },
+        {
+          "label": "fantasytalking_embeds",
+          "name": "fantasytalking_embeds",
+          "shape": 7,
+          "type": "FANTASYTALKING_EMBEDS",
+          "link": null
+        },
+        {
+          "label": "uni3c_embeds",
+          "name": "uni3c_embeds",
+          "shape": 7,
+          "type": "UNI3C_EMBEDS",
+          "link": null
+        },
+        {
+          "label": "multitalk_embeds",
+          "name": "multitalk_embeds",
+          "shape": 7,
+          "type": "MULTITALK_EMBEDS",
+          "link": null
+        },
+        {
+          "label": "freeinit_args",
+          "name": "freeinit_args",
+          "shape": 7,
+          "type": "FREEINITARGS",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "samples",
+          "name": "samples",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [
+            33
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoSampler"
+      },
+      "widgets_values": [
+        25,
+        6,
+        5,
+        1057359483639287,
+        "fixed",
+        true,
+        "unipc",
+        0,
+        1,
+        "",
+        "comfy"
+      ]
+    },
+    {
+      "id": 55,
+      "type": "WanVideoEnhanceAVideo",
+      "pos": [
+        1312.6407470703125,
+        -596.7884521484375
+      ],
+      "size": [
+        315,
+        106
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "feta_args",
+          "name": "feta_args",
+          "type": "FETAARGS",
+          "links": [
+            80
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoEnhanceAVideo"
+      },
+      "widgets_values": [
+        2,
+        0,
+        1
+      ]
+    },
+    {
+      "id": 30,
+      "type": "VHS_VideoCombine",
+      "pos": [
+        1684.1597900390625,
+        -394.2595520019531
+      ],
+      "size": [
+        1245.8460693359375,
+        334
+      ],
+      "flags": {},
+      "order": 28,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "图像",
+          "name": "images",
+          "type": "IMAGE",
+          "link": 36
+        },
+        {
+          "label": "音频",
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": null
+        },
+        {
+          "label": "批次管理",
+          "name": "meta_batch",
+          "shape": 7,
+          "type": "VHS_BatchManager",
+          "link": null
+        },
+        {
+          "name": "vae",
+          "shape": 7,
+          "type": "VAE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "文件名",
+          "name": "Filenames",
+          "type": "VHS_FILENAMES",
+          "links": null
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-videohelpersuite",
+        "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8",
+        "Node name for S&R": "VHS_VideoCombine"
+      },
+      "widgets_values": {
+        "frame_rate": 16,
+        "loop_count": 0,
+        "filename_prefix": "WanVideoWrapper_I2V",
+        "format": "video/h264-mp4",
+        "pix_fmt": "yuv420p",
+        "crf": 19,
+        "save_metadata": true,
+        "trim_to_audio": false,
+        "pingpong": false,
+        "save_output": true,
+        "videopreview": {
+          "hidden": false,
+          "paused": false,
+          "params": {
+            "filename": "WanVideoWrapper_I2V_00709.mp4",
+            "subfolder": "",
+            "type": "output",
+            "format": "video/h264-mp4",
+            "frame_rate": 16,
+            "workflow": "WanVideoWrapper_I2V_00709.png",
+            "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideoWrapper_I2V_00709.mp4"
+          }
+        }
+      }
+    },
+    {
+      "id": 28,
+      "type": "WanVideoDecode",
+      "pos": [
+        1688.0194091796875,
+        -647.6461791992188
+      ],
+      "size": [
+        315,
+        198
+      ],
+      "flags": {},
+      "order": 27,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "vae",
+          "name": "vae",
+          "type": "WANVAE",
+          "link": 43
+        },
+        {
+          "label": "samples",
+          "name": "samples",
+          "type": "LATENT",
+          "link": 33
+        }
+      ],
+      "outputs": [
+        {
+          "label": "images",
+          "name": "images",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [
+            36
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoDecode"
+      },
+      "widgets_values": [
+        false,
+        272,
+        272,
+        144,
+        128,
+        "default"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 38,
+      "type": "WanVideoVAELoader",
+      "pos": [
+        169.25408935546875,
+        -322.9471740722656
+      ],
+      "size": [
+        372.7727966308594,
+        82
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "label": "vae",
+          "name": "vae",
+          "type": "WANVAE",
+          "slot_index": 0,
+          "links": [
+            43,
+            81
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoVAELoader"
+      },
+      "widgets_values": [
+        "wanvideo\\Wan2_1_VAE_bf16.safetensors",
+        "bf16"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 65,
+      "type": "WanVideoClipVisionEncode",
+      "pos": [
+        -176.9497833251953,
+        -167.4617462158203
+      ],
+      "size": [
+        327.5999755859375,
+        262
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "clip_vision",
+          "name": "clip_vision",
+          "type": "CLIP_VISION",
+          "link": 70
+        },
+        {
+          "label": "image_1",
+          "name": "image_1",
+          "type": "IMAGE",
+          "link": 73
+        },
+        {
+          "label": "image_2",
+          "name": "image_2",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "label": "negative_image",
+          "name": "negative_image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "image_embeds",
+          "name": "image_embeds",
+          "type": "WANVIDIMAGE_CLIPEMBEDS",
+          "links": [
+            82
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoClipVisionEncode"
+      },
+      "widgets_values": [
+        1,
+        1,
+        "center",
+        "average",
+        true,
+        0,
+        0.20000000000000004
+      ],
+      "color": "#233",
+      "bgcolor": "#355"
+    },
+    {
+      "id": 66,
+      "type": "ImageResizeKJ",
+      "pos": [
+        -175.95899963378906,
+        176.40057373046875
+      ],
+      "size": [
+        315,
+        266
+      ],
+      "flags": {},
+      "order": 21,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "图像",
+          "name": "image",
+          "type": "IMAGE",
+          "link": 72
+        },
+        {
+          "label": "参考图像",
+          "name": "get_image_size",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "图像",
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            73,
+            83
+          ]
+        },
+        {
+          "label": "宽度",
+          "name": "width",
+          "type": "INT",
+          "links": [
+            75
+          ]
+        },
+        {
+          "label": "高度",
+          "name": "height",
+          "type": "INT",
+          "links": [
+            76
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-kjnodes",
+        "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028",
+        "Node name for S&R": "ImageResizeKJ"
+      },
+      "widgets_values": [
+        624,
+        624,
+        "lanczos",
+        false,
+        16,
+        0
+      ]
+    },
+    {
+      "id": 22,
+      "type": "WanVideoModelLoader",
+      "pos": [
+        150,
+        -780
+      ],
+      "size": [
+        477.4410095214844,
+        274
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "compile_args",
+          "name": "compile_args",
+          "shape": 7,
+          "type": "WANCOMPILEARGS",
+          "link": null
+        },
+        {
+          "label": "block_swap_args",
+          "name": "block_swap_args",
+          "shape": 7,
+          "type": "BLOCKSWAPARGS",
+          "link": 50
+        },
+        {
+          "label": "lora",
+          "name": "lora",
+          "shape": 7,
+          "type": "WANVIDLORA",
+          "link": null
+        },
+        {
+          "label": "vram_management_args",
+          "name": "vram_management_args",
+          "shape": 7,
+          "type": "VRAM_MANAGEMENTARGS",
+          "link": null
+        },
+        {
+          "label": "vace_model",
+          "name": "vace_model",
+          "shape": 7,
+          "type": "VACEPATH",
+          "link": null
+        },
+        {
+          "label": "fantasytalking_model",
+          "name": "fantasytalking_model",
+          "shape": 7,
+          "type": "FANTASYTALKINGMODEL",
+          "link": null
+        },
+        {
+          "label": "multitalk_model",
+          "name": "multitalk_model",
+          "shape": 7,
+          "type": "MULTITALKMODEL",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "model",
+          "name": "model",
+          "type": "WANVIDEOMODEL",
+          "slot_index": 0,
+          "links": [
+            29,
+            79
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-WanVideoWrapper",
+        "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+        "Node name for S&R": "WanVideoModelLoader"
+      },
+      "widgets_values": [
+        "Wan2_1-FLF2V-14B-720P_fp8_e4m3fn.safetensors",
+        "fp16",
+        "fp8_e4m3fn",
+        "offload_device",
+        "sdpa"
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    }
+  ],
+  "links": [
+    [
+      15,
+      11,
+      0,
+      16,
+      0,
+      "WANTEXTENCODER"
+    ],
+    [
+      29,
+      22,
+      0,
+      27,
+      0,
+      "WANVIDEOMODEL"
+    ],
+    [
+      30,
+      16,
+      0,
+      27,
+      2,
+      "WANVIDEOTEXTEMBEDS"
+    ],
+    [
+      33,
+      27,
+      0,
+      28,
+      1,
+      "LATENT"
+    ],
+    [
+      36,
+      28,
+      0,
+      30,
+      0,
+      "IMAGE"
+    ],
+    [
+      43,
+      38,
+      0,
+      28,
+      0,
+      "VAE"
+    ],
+    [
+      50,
+      39,
+      0,
+      22,
+      1,
+      "BLOCKSWAPARGS"
+    ],
+    [
+      52,
+      48,
+      0,
+      49,
+      0,
+      "CLIP"
+    ],
+    [
+      53,
+      48,
+      0,
+      50,
+      0,
+      "CLIP"
+    ],
+    [
+      54,
+      49,
+      0,
+      46,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      55,
+      50,
+      0,
+      46,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      56,
+      52,
+      0,
+      27,
+      6,
+      "TEACACHEARGS"
+    ],
+    [
+      66,
+      63,
+      0,
+      27,
+      1,
+      "WANVIDIMAGE_EMBEDS"
+    ],
+    [
+      70,
+      59,
+      0,
+      65,
+      0,
+      "CLIP_VISION"
+    ],
+    [
+      72,
+      58,
+      0,
+      66,
+      0,
+      "IMAGE"
+    ],
+    [
+      73,
+      66,
+      0,
+      65,
+      1,
+      "IMAGE"
+    ],
+    [
+      75,
+      66,
+      1,
+      63,
+      8,
+      "INT"
+    ],
+    [
+      76,
+      66,
+      2,
+      63,
+      9,
+      "INT"
+    ],
+    [
+      79,
+      22,
+      0,
+      16,
+      1,
+      "WANVIDEOMODEL"
+    ],
+    [
+      80,
+      55,
+      0,
+      27,
+      4,
+      "FETAARGS"
+    ],
+    [
+      81,
+      38,
+      0,
+      63,
+      0,
+      "WANVAE"
+    ],
+    [
+      82,
+      65,
+      0,
+      63,
+      1,
+      "WANVIDIMAGE_CLIPEMBEDS"
+    ],
+    [
+      83,
+      66,
+      0,
+      63,
+      2,
+      "IMAGE"
+    ]
+  ],
+  "groups": [
+    {
+      "id": 1,
+      "title": "ComfyUI text encoding alternative",
+      "bounding": [
+        331.337158203125,
+        403.2147216796875,
+        1210.621337890625,
+        805.9080810546875
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.9646149645000006,
+      "offset": [
+        804.5012235900249,
+        1209.3434762920592
+      ]
+    },
+    "node_versions": {
+      "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd",
+      "comfy-core": "0.3.26",
+      "ComfyUI-KJNodes": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f",
+      "ComfyUI-VideoHelperSuite": "0a75c7958fe320efcb052f1d9f8451fd20c730a8"
+    },
+    "VHS_latentpreview": false,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true,
+    "0246.VERSION": [
+      0,
+      0,
+      4
+    ],
+    "ue_links": [],
+    "frontendVersion": "1.23.4"
+  },
+  "version": 0.4
+}