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工作流 / 视频 / 视频重制
视频重制

视频重制

Video Restyle

使用基础视频 + 风格化参考图，通过 Wan万相 2.1 VACE 创建风格化视频

视频 25 个节点 2 个输入 16 次使用 ComfyUI ≥ 0.3.30 shane 35 KB

下载工作流 JSON 查看官方来源

下载后把文件拖进 ComfyUI 窗口即可打开。

需要的权重

这个工作流引用了 6 个权重文件，其中 5 个能在本站模型库里找到。

Wan21_CausVid_14B_T2V_lora_rank32.safetensors 在模型库查看
Wan2_1-VACE_module_14B_bf16.safetensors 在模型库查看
Wan2_1_VAE_bf16.safetensors 在模型库查看
depth_anything_v2_vitl_fp32.safetensors 模型库暂未收录
umt5-xxl-enc-bf16.safetensors 在模型库查看
wan2.1_vace_14B_fp16.safetensors 在模型库查看

节点构成

INTConstant × 3
ImageResizeKJv2 × 2
LoadImage × 1
VHS_LoadVideo × 1
WanVideoVACEEncode × 1
WanVideoModelLoader × 1
DepthAnything_V2 × 1
DownloadAndLoadDepthAnythingV2Model × 1
CannyEdgePreprocessor × 1
MarkdownNote × 1
WanVideoLoraSelect × 1
WanVideoVACEModelSelect × 1
WanVideoTorchCompileSettings × 1
WanVideoVAELoader × 1
LoadWanVideoT5TextEncoder × 1
WanVideoTextEncode × 1

官方标注的模型

Wan2.1 VACE

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

1{
2 "id": "96995b8f-85c5-47af-b3cf-7b6a24675694",
3 "revision": 0,
4 "last_node_id": 181,
5 "last_link_id": 279,
6 "nodes": [
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9 "type": "LoadImage",
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14 "size": [
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18 "flags": [],
19 "order": 0,
20 "mode": 0,
21 "inputs": [],
22 "outputs": [
23 {
24 "name": "IMAGE",
25 "type": "IMAGE",
26 "links": [
27 245
28 ]
29 },
30 {
31 "name": "MASK",
32 "type": "MASK",
33 "links": null
34 }
35 ],
36 "properties": {
37 "Node name for S&R": "LoadImage",
38 "cnr_id": "comfy-core",
39 "ver": "0.3.34",
40 "widget_ue_connectable": []
41 },
42 "widgets_values": [
43 "shane_video_restyle_ref_frame.png",
44 "image"
45 ]
46 },
47 {
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49 "type": "VHS_LoadVideo",
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53 ],
54 "size": [
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57 ],
58 "flags": [],
59 "order": 14,
60 "mode": 0,
61 "inputs": [
62 {
63 "name": "meta_batch",
64 "shape": 7,
65 "type": "VHS_BatchManager",
66 "link": null
67 },
68 {
69 "name": "vae",
70 "shape": 7,
71 "type": "VAE",
72 "link": null
73 },
74 {
75 "name": "frame_load_cap",
76 "type": "INT",
77 "widget": {
78 "name": "frame_load_cap"
79 },
80 "link": 250
81 }
82 ],
83 "outputs": [
84 {
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86 "type": "IMAGE",
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89 ]
90 },
91 {
92 "name": "frame_count",
93 "type": "INT",
94 "links": null
95 },
96 {
97 "name": "audio",
98 "type": "AUDIO",
99 "links": null
100 },
101 {
102 "name": "video_info",
103 "type": "VHS_VIDEOINFO",
104 "links": null
105 }
106 ],
107 "properties": {
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109 "cnr_id": "comfyui-videohelpersuite",
110 "ver": "a7ce59e381934733bfae03b1be029756d6ce936d",
111 "widget_ue_connectable": {
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113 }
114 },
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119 "custom_height": 0,
120 "frame_load_cap": 0,
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122 "select_every_nth": 1,
123 "format": "AnimateDiff",
124 "videopreview": {
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126 "params": {
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128 "custom_width": 0,
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131 "format": "video/mp4",
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136 },
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164 ]
165 }
166 ],
167 "title": "Width",
168 "properties": {
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170 "cnr_id": "comfyui-kjnodes",
171 "ver": "a5e66ce5510c9b3bf984c43a22014cefae4bd044",
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204 }
205 ],
206 "title": "Height",
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242 }
243 ],
244 "title": "Length",
245 "properties": {
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247 "cnr_id": "comfyui-kjnodes",
248 "ver": "a5e66ce5510c9b3bf984c43a22014cefae4bd044",
249 "widget_ue_connectable": []
250 },
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254 "color": "#232",
255 "bgcolor": "#353"
256 },
257 {
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264 "size": [
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268 "flags": [],
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270 "mode": 0,
271 "inputs": [
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274 "type": "WANVAE",
275 "link": 265
276 },
277 {
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279 "shape": 7,
280 "type": "IMAGE",
281 "link": 272
282 },
283 {
284 "name": "ref_images",
285 "shape": 7,
286 "type": "IMAGE",
287 "link": 274
288 },
289 {
290 "name": "input_masks",
291 "shape": 7,
292 "type": "MASK",
293 "link": null
294 },
295 {
296 "name": "prev_vace_embeds",
297 "shape": 7,
298 "type": "WANVIDIMAGE_EMBEDS",
299 "link": null
300 },
301 {
302 "name": "width",
303 "type": "INT",
304 "widget": {
305 "name": "width"
306 },
307 "link": 277
308 },
309 {
310 "name": "height",
311 "type": "INT",
312 "widget": {
313 "name": "height"
314 },
315 "link": 278
316 },
317 {
318 "name": "num_frames",
319 "type": "INT",
320 "widget": {
321 "name": "num_frames"
322 },
323 "link": 279
324 }
325 ],
326 "outputs": [
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329 "type": "WANVIDIMAGE_EMBEDS",
330 "links": [
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332 ]
333 }
334 ],
335 "properties": {
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337 "cnr_id": "ComfyUI-WanVideoWrapper",
338 "ver": "3869b0482b615b6a8fd6f346467c5ef6627eed72",
339 "widget_ue_connectable": {
340 "height": true,
341 "num_frames": true,
342 "width": true
343 }
344 },
345 "widgets_values": [
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350 0,
351 0.3500000000000001,
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353 ],
354 "color": "#322",
355 "bgcolor": "#533"
356 },
357 {
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359 "type": "WanVideoModelLoader",
360 "pos": [
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364 "size": [
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368 "flags": [],
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370 "mode": 0,
371 "inputs": [
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375 "type": "WANCOMPILEARGS",
376 "link": 256
377 },
378 {
379 "name": "block_swap_args",
380 "shape": 7,
381 "type": "BLOCKSWAPARGS",
382 "link": null
383 },
384 {
385 "name": "lora",
386 "shape": 7,
387 "type": "WANVIDLORA",
388 "link": 257
389 },
390 {
391 "name": "vram_management_args",
392 "shape": 7,
393 "type": "VRAM_MANAGEMENTARGS",
394 "link": null
395 },
396 {
397 "name": "extra_model",
398 "shape": 7,
399 "type": "VACEPATH",
400 "link": null
401 },
402 {
403 "name": "fantasytalking_model",
404 "shape": 7,
405 "type": "FANTASYTALKINGMODEL",
406 "link": null
407 },
408 {
409 "name": "multitalk_model",
410 "shape": 7,
411 "type": "MULTITALKMODEL",
412 "link": null
413 },
414 {
415 "name": "fantasyportrait_model",
416 "shape": 7,
417 "type": "FANTASYPORTRAITMODEL",
418 "link": null
419 },
420 {
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422 "shape": 7,
423 "type": "VACEPATH",
424 "link": null
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427 "outputs": [
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440 "cnr_id": "ComfyUI-WanVideoWrapper",
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449 "widget_ue_connectable": []
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482 {
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488 "outputs": [
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497 "properties": {
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540 {
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561 "outputs": [
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568 "properties": {
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570 "cnr_id": "comfyui_controlnet_aux",
571 "ver": "59b027e088c1c8facf7258f6e392d16d204b4d27",
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580 {
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594 "inputs": [],
595 "outputs": [],
596 "title": "Preprocessor Settings",
597 "properties": {
598 "widget_ue_connectable": []
599 },
600 "widgets_values": [
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602 ],
603 "color": "#222",
604 "bgcolor": "#000"
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775 "outputs": [
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778 "type": "WANVAE",
779 "slot_index": 0,
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787 "properties": {
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790 "ver": "3869b0482b615b6a8fd6f346467c5ef6627eed72",
791 "models": [
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794 "url": "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1_VAE_bf16.safetensors?download=true",
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798 "widget_ue_connectable": []
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827 "type": "WANTEXTENCODER",
828 "slot_index": 0,
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834 "properties": {
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836 "cnr_id": "ComfyUI-WanVideoWrapper",
837 "ver": "3869b0482b615b6a8fd6f346467c5ef6627eed72",
838 "models": [
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840 "name": "umt5-xxl-enc-bf16.safetensors",
841 "url": "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/umt5-xxl-enc-bf16.safetensors?download=true",
842 "directory": "text_encoders"
843 }
844 ],
845 "widget_ue_connectable": []
846 },
847 "widgets_values": [
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850 "offload_device",
851 "disabled"
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853 "color": "#432",
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856 {
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870 "inputs": [
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877 {
878 "name": "model_to_offload",
879 "shape": 7,
880 "type": "WANVIDEOMODEL",
881 "link": 255
882 }
883 ],
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