{"id":"2d01403d-bf93-4ffb-9ff7-e11a4c8d30e8","revision":0,"last_node_id":161,"last_link_id":251,"nodes":[{"id":58,"type":"TrimVideoLatent","pos":[629.102783203125,507.86151123046875],"size":[276.5860290527344,58],"flags":{"collapsed":false},"order":44,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":116},{"localized_name":"trim_amount","name":"trim_amount","type":"INT","widget":{"name":"trim_amount"},"link":115}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[117]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"TrimVideoLatent","widget_ue_connectable":{"trim_amount":true}},"widgets_values":[0]},{"id":118,"type":"CLIPLoader","pos":[-266.6441345214844,359.6828918457031],"size":[270,106],"flags":{},"order":0,"mode":4,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.3.32","Node name for S&R":"CLIPLoader","widget_ue_connectable":{}},"widgets_values":["umt5_xxl_fp8_e4m3fn_scaled.safetensors","wan","default"]},{"id":103,"type":"Note","pos":[140,0],"size":[440,100],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["Since umt5 is a variant based on T5, the input of prompt supports multiple languages.\n\n---\n\n由于 umt5 是基于 T5 的变体,所以提示词输入是支持多种语言输入的"],"color":"#432","bgcolor":"#653"},{"id":8,"type":"VAEDecode","pos":[1023.565185546875,523.473876953125],"size":[210,46],"flags":{"collapsed":false},"order":45,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":117},{"localized_name":"vae","name":"vae","type":"VAE","link":234}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","slot_index":0,"links":[189]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"VAEDecode","widget_ue_connectable":{}},"widgets_values":[]},{"id":107,"type":"UnetLoaderGGUFDisTorchMultiGPU","pos":[-633.2891845703125,-212.59024047851562],"size":[327.8580017089844,154],"flags":{},"order":2,"mode":4,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null},{"localized_name":"virtual_vram_gb","name":"virtual_vram_gb","shape":7,"type":"FLOAT","widget":{"name":"virtual_vram_gb"},"link":null},{"localized_name":"use_other_vram","name":"use_other_vram","shape":7,"type":"BOOLEAN","widget":{"name":"use_other_vram"},"link":null},{"localized_name":"expert_mode_allocations","name":"expert_mode_allocations","shape":7,"type":"STRING","widget":{"name":"expert_mode_allocations"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[205]}],"properties":{"cnr_id":"comfyui-multigpu","ver":"a05823ff0a5296332ae478b18ab93b46cd996a44","Node name for S&R":"UnetLoaderGGUFDisTorchMultiGPU","widget_ue_connectable":{}},"widgets_values":["Wan2.1-VACE-14B-Q5_K_S.gguf","cuda:0",14,false,""]},{"id":111,"type":"ModelPatchTorchSettings","pos":[123.14593505859375,-122.0054931640625],"size":[307.443359375,58],"flags":{},"order":36,"mode":4,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":187},{"localized_name":"enable_fp16_accumulation","name":"enable_fp16_accumulation","type":"BOOLEAN","widget":{"name":"enable_fp16_accumulation"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[]}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"5dcda71011870278c35d92ff77a677ed2e538f2d","Node name for S&R":"ModelPatchTorchSettings","widget_ue_connectable":{}},"widgets_values":[true]},{"id":126,"type":"Note","pos":[-278.7073974609375,-374.02386474609375],"size":[250.90176391601562,147.25364685058594],"flags":{},"order":3,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["IF you have 32gb but only 12/16gb or even less vram, you might want to use the \"Low Vram high ram\" loader to offload parts of the model to prevent out of memory errors. You can use this on any card, it can be useful even on a 4090, though be careful with only 16gb ram, you might need to change the virtual vram gb to less."],"color":"#432","bgcolor":"#653"},{"id":108,"type":"PathchSageAttentionKJ","pos":[-148.71556091308594,-122.38591766357422],"size":[270,58],"flags":{},"order":30,"mode":4,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":201},{"localized_name":"sage_attention","name":"sage_attention","type":"COMBO","widget":{"name":"sage_attention"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[187]}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"5dcda71011870278c35d92ff77a677ed2e538f2d","Node name for S&R":"PathchSageAttentionKJ","widget_ue_connectable":{}},"widgets_values":["auto"]},{"id":128,"type":"Note","pos":[963.8065795898438,1.6980524063110352],"size":[347.763427734375,108.60783386230469],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["If you want to speed up your generation by 5x or more, use the causvid lora in the lora loader. If you enable this, you can set the steps to around 4-6 and have to set cfg to 1. \nThat way it can generate a good looking output video in a lot less time."],"color":"#432","bgcolor":"#653"},{"id":137,"type":"PlaySound|pysssss","pos":[2250.743896484375,48.70782470703125],"size":[270,106],"flags":{},"order":47,"mode":0,"inputs":[{"localized_name":"any","name":"any","type":"*","link":219},{"localized_name":"mode","name":"mode","type":"COMBO","widget":{"name":"mode"},"link":null},{"localized_name":"volume","name":"volume","type":"FLOAT","widget":{"name":"volume"},"link":null},{"localized_name":"file","name":"file","type":"STRING","widget":{"name":"file"},"link":null}],"outputs":[{"localized_name":"*","name":"*","shape":6,"type":"*","links":null}],"properties":{"cnr_id":"comfyui-custom-scripts","ver":"1.2.5","Node name for S&R":"PlaySound|pysssss","widget_ue_connectable":{}},"widgets_values":["always",1,"notify.mp3"]},{"id":132,"type":"ImageBlend","pos":[955.562744140625,1063.8809814453125],"size":[270,102],"flags":{},"order":38,"mode":4,"inputs":[{"localized_name":"image1","name":"image1","type":"IMAGE","link":null},{"localized_name":"image2","name":"image2","type":"IMAGE","link":206},{"localized_name":"blend_factor","name":"blend_factor","type":"FLOAT","widget":{"name":"blend_factor"},"link":null},{"localized_name":"blend_mode","name":"blend_mode","type":"COMBO","widget":{"name":"blend_mode"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.37","Node name for S&R":"ImageBlend","widget_ue_connectable":{}},"widgets_values":[0.5,"normal"]},{"id":117,"type":"ClipLoaderGGUF","pos":[-267.6416931152344,218.6607666015625],"size":[270,106],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[]}],"properties":{"cnr_id":"gguf","ver":"556ffba1a1dff3f5e1d1ad65c3103839883a824c","Node name for S&R":"ClipLoaderGGUF","widget_ue_connectable":{}},"widgets_values":["umt5-xxl-encoder-Q8_0.gguf","wan","default"]},{"id":140,"type":"ShowText|pysssss","pos":[387.9585876464844,994.1681518554688],"size":[155.66885375976562,76],"flags":{},"order":35,"mode":0,"inputs":[{"localized_name":"text","name":"text","type":"STRING","link":247}],"outputs":[{"localized_name":"STRING","name":"STRING","shape":6,"type":"STRING","links":null}],"properties":{"cnr_id":"comfyui-custom-scripts","ver":"1.2.5","Node name for S&R":"ShowText|pysssss","widget_ue_connectable":{}},"widgets_values":["327"]},{"id":152,"type":"CLIPLoaderGGUFMultiGPU","pos":[-947.8141479492188,-278.68548583984375],"size":[274.933349609375,106],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[230]}],"properties":{"cnr_id":"comfyui-multigpu","ver":"1.7.3","Node name for S&R":"CLIPLoaderGGUFMultiGPU","widget_ue_connectable":{"clip_name":true,"type":true,"device":true}},"widgets_values":["umt5-xxl-encoder-Q8_0.gguf","wan","cuda:1"]},{"id":150,"type":"UnetLoaderGGUFMultiGPU","pos":[-953.1890258789062,-436.6608581542969],"size":[273.3833312988281,82],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[229]}],"properties":{"cnr_id":"comfyui-multigpu","ver":"1.7.3","Node name for S&R":"UnetLoaderGGUFMultiGPU","widget_ue_connectable":{"unet_name":true,"device":true}},"widgets_values":["Wan2.1-VACE-14B-Q8_0.gguf","cuda:0"]},{"id":134,"type":"ImageResize+","pos":[-687.3895874023438,659.1747436523438],"size":[270,218],"flags":{},"order":24,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":213},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":null},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":null},{"localized_name":"interpolation","name":"interpolation","type":"COMBO","widget":{"name":"interpolation"},"link":null},{"localized_name":"method","name":"method","type":"COMBO","widget":{"name":"method"},"link":null},{"localized_name":"condition","name":"condition","type":"COMBO","widget":{"name":"condition"},"link":null},{"localized_name":"multiple_of","name":"multiple_of","type":"INT","widget":{"name":"multiple_of"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[212,214]},{"localized_name":"width","name":"width","type":"INT","links":[221]},{"localized_name":"height","name":"height","type":"INT","links":[222]}],"properties":{"cnr_id":"comfyui_essentials","ver":"1.1.0","Node name for S&R":"ImageResize+","widget_ue_connectable":{}},"widgets_values":[768,432,"nearest-exact","fill / crop","always",0]},{"id":77,"type":"MarkdownNote","pos":[-1316.396240234375,115.25103759765625],"size":[555.9662475585938,458.7068786621094],"flags":{},"order":8,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["[Tutorial](https://docs.comfy.org/tutorials/video/wan/vace) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/vace)\n\n\n**diffusion_models** \n\n- [Wan2.1-VACE-14B-GGUF](https://huggingface.co/QuantStack/Wan2.1-VACE-14B-GGUF)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors?download=true)\n\n**Text encoders** Chose one of following model\n- [umt5_xxl_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors?download=true)\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors?download=true)\n- [umt5-xxl-encoder-gguf](https://huggingface.co/city96/umt5-xxl-encoder-gguf/tree/main)\n\n> You can choose between fp16, fp8 and ggufs.\n\n**CausVidLora(Optional for a lot more speed)**\n- [Wan21_CausVid_14B_T2V_lora_rank32.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan21_CausVid_14B_T2V_lora_rank32.safetensors?download=true)\n\n\n\nFile save location\n\n```\nComfyUI/\n├── models/\n│ ├── loras/\n│ │ └─── Wan21_CausVid_14B_T2V_lora_rank32.safetensors\n│ ├── unet/\n│ │ └─── Wan2.1-VACE-14B-Qx_x_x.gguf\n│ ├── text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors # or GGUF (umt5-xxl-encoder-Qx_x.gguf)\n│ └── vae/\n│ └── wan_2.1_vae.safetensors\n\n```\n"],"color":"#432","bgcolor":"#653"},{"id":39,"type":"VAELoader","pos":[-685.8714599609375,70.12505340576172],"size":[390,60],"flags":{},"order":9,"mode":4,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","slot_index":0,"links":[]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"VAELoader","models":[{"name":"wan_2.1_vae.safetensors","url":"https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors","hash":"2fc39d31359a4b0a64f55876d8ff7fa8d780956ae2cb13463b0223e15148976b","hash_type":"SHA256","directory":"vae"}],"widget_ue_connectable":{}},"widgets_values":["wan_2.1_vae.safetensors"]},{"id":125,"type":"UnetLoaderGGUF","pos":[-590.4786987304688,-411.2232971191406],"size":[270,58],"flags":{},"order":10,"mode":4,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[204]}],"properties":{"cnr_id":"comfyui-gguf","ver":"6570efec6992015085f11b84e42d32f6cc71e8b7","Node name for S&R":"UnetLoaderGGUF","widget_ue_connectable":{}},"widgets_values":["Wan2.1-VACE-14B-Q8_0.gguf"]},{"id":124,"type":"Any Switch (rgthree)","pos":[-285.5464782714844,-111.98606872558594],"size":[250.08045959472656,106],"flags":{"collapsed":true},"order":23,"mode":4,"inputs":[{"dir":3,"name":"any_01","type":"MODEL","link":204},{"dir":3,"name":"any_02","type":"MODEL","link":205},{"dir":3,"name":"any_03","type":"MODEL","link":null},{"dir":3,"name":"any_04","type":"MODEL","link":null},{"name":"any_05","type":"MODEL","link":null}],"outputs":[{"dir":4,"label":"MODEL","name":"*","shape":3,"type":"MODEL","links":[201]}],"title":"Model switch","properties":{"cnr_id":"rgthree-comfy","ver":"aa6c75a30b3ee8f01d7c9f8b0a126cccdc90616a","widget_ue_connectable":{}},"widgets_values":[]},{"id":121,"type":"Note","pos":[610.9427490234375,-100.13400268554688],"size":[210,88],"flags":{},"order":11,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["Test around with the shift value to get your prefered resutls, you can also disable it."],"color":"#432","bgcolor":"#653"},{"id":127,"type":"Note","pos":[121.08098602294922,-248.99232482910156],"size":[250.90176391601562,88],"flags":{},"order":12,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["Feel free to enabled those two Optimizations if you have updated torch, and for the one on the left sage attention installed."],"color":"#432","bgcolor":"#653"},{"id":156,"type":"VAELoaderMultiGPU","pos":[-943.8811645507812,-93.83453369140625],"size":[270,82],"flags":{},"order":13,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","links":[233,234]}],"properties":{"cnr_id":"comfyui-multigpu","ver":"1.7.3","Node name for S&R":"VAELoaderMultiGPU","widget_ue_connectable":{"vae_name":true,"device":true}},"widgets_values":["wan_2.1_vae.safetensors","cuda:1"]},{"id":136,"type":"ImageBlend","pos":[1041.42138671875,869.5051879882812],"size":[270,102],"flags":{},"order":14,"mode":4,"inputs":[{"localized_name":"image1","name":"image1","type":"IMAGE","link":null},{"localized_name":"image2","name":"image2","type":"IMAGE","link":null},{"localized_name":"blend_factor","name":"blend_factor","type":"FLOAT","widget":{"name":"blend_factor"},"link":null},{"localized_name":"blend_mode","name":"blend_mode","type":"COMBO","widget":{"name":"blend_mode"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.37","Node name for S&R":"ImageBlend","widget_ue_connectable":{}},"widgets_values":[0.5,"normal"]},{"id":131,"type":"DepthAnythingPreprocessor","pos":[940.0369873046875,655.0726928710938],"size":[270,82],"flags":{},"order":33,"mode":4,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":208},{"localized_name":"ckpt_name","name":"ckpt_name","shape":7,"type":"COMBO","widget":{"name":"ckpt_name"},"link":null},{"localized_name":"resolution","name":"resolution","shape":7,"type":"INT","widget":{"name":"resolution"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[236]}],"properties":{"cnr_id":"comfyui_controlnet_aux","ver":"1.0.7","Node name for S&R":"DepthAnythingPreprocessor","widget_ue_connectable":{}},"widgets_values":["depth_anything_vitl14.pth",512]},{"id":158,"type":"ImageBlur","pos":[915.2687377929688,834.15869140625],"size":[270,82],"flags":{},"order":37,"mode":4,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":236},{"localized_name":"blur_radius","name":"blur_radius","type":"INT","widget":{"name":"blur_radius"},"link":null},{"localized_name":"sigma","name":"sigma","type":"FLOAT","widget":{"name":"sigma"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.40","Node name for S&R":"ImageBlur","widget_ue_connectable":{"blur_radius":true,"sigma":true}},"widgets_values":[20,2]},{"id":115,"type":"ImageResize+","pos":[259.07171630859375,700.6035766601562],"size":[270,218],"flags":{},"order":25,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":224},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":null},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":null},{"localized_name":"interpolation","name":"interpolation","type":"COMBO","widget":{"name":"interpolation"},"link":null},{"localized_name":"method","name":"method","type":"COMBO","widget":{"name":"method"},"link":null},{"localized_name":"condition","name":"condition","type":"COMBO","widget":{"name":"condition"},"link":null},{"localized_name":"multiple_of","name":"multiple_of","type":"INT","widget":{"name":"multiple_of"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[193,208,248]},{"localized_name":"width","name":"width","type":"INT","links":[]},{"localized_name":"height","name":"height","type":"INT","links":[]}],"properties":{"cnr_id":"comfyui_essentials","ver":"1.1.0","Node name for S&R":"ImageResize+","widget_ue_connectable":{}},"widgets_values":[768,432,"nearest-exact","fill / crop","always",0]},{"id":78,"type":"Canny","pos":[645.9191284179688,682.809326171875],"size":[270,82],"flags":{},"order":32,"mode":4,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":193},{"localized_name":"low_threshold","name":"low_threshold","type":"FLOAT","widget":{"name":"low_threshold"},"link":null},{"localized_name":"high_threshold","name":"high_threshold","type":"FLOAT","widget":{"name":"high_threshold"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"Canny","widget_ue_connectable":{}},"widgets_values":[0.4,0.8]},{"id":154,"type":"AddNode","pos":[77.38753509521484,783.22412109375],"size":[140,46],"flags":{},"order":26,"mode":0,"inputs":[{"localized_name":"input1","name":"input1","type":"*","link":231},{"localized_name":"input2","name":"input2","type":"*","link":232}],"outputs":[{"localized_name":"*","name":"*","type":"*","links":[235,247]}],"properties":{"cnr_id":"comfyui-logicutils","ver":"1.7.2","Node name for S&R":"AddNode","widget_ue_connectable":{}},"widgets_values":[]},{"id":112,"type":"VHS_VideoCombine","pos":[1672.162353515625,176.26760864257812],"size":[452.4186096191406,334],"flags":{},"order":46,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":189},{"localized_name":"audio","name":"audio","shape":7,"type":"AUDIO","link":null},{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"frame_rate","name":"frame_rate","type":"FLOAT","widget":{"name":"frame_rate"},"link":null},{"localized_name":"loop_count","name":"loop_count","type":"INT","widget":{"name":"loop_count"},"link":null},{"localized_name":"filename_prefix","name":"filename_prefix","type":"STRING","widget":{"name":"filename_prefix"},"link":null},{"localized_name":"format","name":"format","type":"COMBO","widget":{"name":"format"},"link":null},{"localized_name":"pingpong","name":"pingpong","type":"BOOLEAN","widget":{"name":"pingpong"},"link":null},{"localized_name":"save_output","name":"save_output","type":"BOOLEAN","widget":{"name":"save_output"},"link":null}],"outputs":[{"localized_name":"Filenames","name":"Filenames","type":"VHS_FILENAMES","links":[219]}],"properties":{"cnr_id":"comfyui-videohelpersuite","ver":"1.6.1","Node name for S&R":"VHS_VideoCombine","widget_ue_connectable":{}},"widgets_values":{"frame_rate":24,"loop_count":0,"filename_prefix":"vace_14b","format":"video/h264-mp4","pix_fmt":"yuv420p","crf":19,"save_metadata":true,"trim_to_audio":false,"pingpong":false,"save_output":true,"videopreview":{"hidden":true,"paused":false,"params":{"filename":"vace_14b_00035.mp4","subfolder":"","type":"output","format":"video/h264-mp4","frame_rate":24,"workflow":"vace_14b_00035.png","fullpath":"/home/fire/comfy/ComfyUI/output/vace_14b_00035.mp4"}}}},{"id":49,"type":"WanVaceToVideo","pos":[702.70751953125,192.43385314941406],"size":[315,254],"flags":{},"order":40,"mode":0,"inputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":96},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":97},{"localized_name":"vae","name":"vae","type":"VAE","link":233},{"localized_name":"control_video","name":"control_video","shape":7,"type":"IMAGE","link":246},{"localized_name":"control_masks","name":"control_masks","shape":7,"type":"MASK","link":null},{"localized_name":"reference_image","name":"reference_image","shape":7,"type":"IMAGE","link":212},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":221},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":222},{"localized_name":"length","name":"length","type":"INT","widget":{"name":"length"},"link":235},{"localized_name":"batch_size","name":"batch_size","type":"INT","widget":{"name":"batch_size"},"link":null},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null}],"outputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","links":[98]},{"localized_name":"negative","name":"negative","type":"CONDITIONING","links":[99]},{"localized_name":"latent","name":"latent","type":"LATENT","links":[160]},{"localized_name":"trim_latent","name":"trim_latent","type":"INT","links":[115]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"WanVaceToVideo","widget_ue_connectable":{}},"widgets_values":[720,720,701,1,1]},{"id":73,"type":"LoadImage","pos":[-1047.122314453125,736.84130859375],"size":[274.080078125,314.00006103515625],"flags":{},"order":15,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"COMBO","widget":{"name":"image"},"link":null},{"localized_name":"choose file to upload","name":"upload","type":"IMAGEUPLOAD","widget":{"name":"upload"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[213]},{"localized_name":"MASK","name":"MASK","type":"MASK","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"LoadImage","widget_ue_connectable":{}},"widgets_values":["a-powerful-muscular-chest-hints-at-immen_G4yMVyDKSPeUQ5NclMUnUQ_gJ5h3KA1T2-r-bjiX87tPQ.png","image"]},{"id":129,"type":"DWPreprocessor","pos":[618.961181640625,1071.6431884765625],"size":[294.72265625,222],"flags":{},"order":34,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":248},{"localized_name":"detect_hand","name":"detect_hand","shape":7,"type":"COMBO","widget":{"name":"detect_hand"},"link":null},{"localized_name":"detect_body","name":"detect_body","shape":7,"type":"COMBO","widget":{"name":"detect_body"},"link":null},{"localized_name":"detect_face","name":"detect_face","shape":7,"type":"COMBO","widget":{"name":"detect_face"},"link":null},{"localized_name":"resolution","name":"resolution","shape":7,"type":"INT","widget":{"name":"resolution"},"link":null},{"localized_name":"bbox_detector","name":"bbox_detector","shape":7,"type":"COMBO","widget":{"name":"bbox_detector"},"link":null},{"localized_name":"pose_estimator","name":"pose_estimator","shape":7,"type":"COMBO","widget":{"name":"pose_estimator"},"link":null},{"localized_name":"scale_stick_for_xinsr_cn","name":"scale_stick_for_xinsr_cn","shape":7,"type":"COMBO","widget":{"name":"scale_stick_for_xinsr_cn"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[206,249]},{"localized_name":"POSE_KEYPOINT","name":"POSE_KEYPOINT","type":"POSE_KEYPOINT","links":null}],"properties":{"cnr_id":"comfyui_controlnet_aux","ver":"1.0.7","Node name for S&R":"DWPreprocessor","widget_ue_connectable":{}},"widgets_values":["enable","enable","enable",1024,"yolox_l.onnx","dw-ll_ucoco_384_bs5.torchscript.pt","disable"]},{"id":80,"type":"MarkdownNote","pos":[630,810],"size":[270.8102111816406,186.98114013671875],"flags":{},"order":16,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["You can replace this part with another image preprocessor. \n\nRelated custom node: \n[comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)\n\n可以把这部分替换成其它的图像预处理器\n"],"color":"#432","bgcolor":"#653"},{"id":116,"type":"Note","pos":[-6.620333671569824,1208.529296875],"size":[549.1627197265625,102.93431091308594],"flags":{},"order":17,"mode":0,"inputs":[],"outputs":[],"properties":{"widget_ue_connectable":{}},"widgets_values":["Make sure to use roughly the same frame amount and framerate for your input video, as you do for the generation. \n\nAlso make sure to set width and height in this node, otherwise you might run into ooms with the canny node. If you replace that part feel free to change this though."],"color":"#432","bgcolor":"#653"},{"id":135,"type":"PreviewImage","pos":[-679.220458984375,979.9378051757812],"size":[293.5790710449219,258],"flags":{},"order":31,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":214}],"outputs":[],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"PreviewImage","widget_ue_connectable":{}},"widgets_values":[]},{"id":7,"type":"CLIPTextEncode","pos":[149.87985229492188,401.6088562011719],"size":[425.27801513671875,180.6060791015625],"flags":{},"order":28,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":182},{"localized_name":"text","name":"text","type":"STRING","widget":{"name":"text"},"link":null}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","slot_index":0,"links":[97]}],"title":"CLIP Text Encode (Negative Prompt)","properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"CLIPTextEncode","widget_ue_connectable":{}},"widgets_values":[""],"color":"#322","bgcolor":"#533"},{"id":48,"type":"ModelSamplingSD3","pos":[613.355712890625,26.215227127075195],"size":[210,58],"flags":{},"order":27,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":180},{"localized_name":"shift","name":"shift","type":"FLOAT","widget":{"name":"shift"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","slot_index":0,"links":[95]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"ModelSamplingSD3","widget_ue_connectable":{}},"widgets_values":[8.000000000000002]},{"id":109,"type":"Power Lora Loader (rgthree)","pos":[-259.63360595703125,-0.5478034615516663],"size":[324.8211669921875,166],"flags":{},"order":22,"mode":0,"inputs":[{"dir":3,"name":"model","type":"MODEL","link":229},{"dir":3,"name":"clip","type":"CLIP","link":230}],"outputs":[{"dir":4,"name":"MODEL","shape":3,"type":"MODEL","links":[180]},{"dir":4,"name":"CLIP","shape":3,"type":"CLIP","links":[182,186]}],"properties":{"cnr_id":"rgthree-comfy","ver":"6c5f7c95ed8487fe08e42bd0341cae6dc9c0f0ad","Show Strengths":"Single Strength","widget_ue_connectable":{}},"widgets_values":[{},{"type":"PowerLoraLoaderHeaderWidget"},{"on":true,"lora":"Wan21_CausVid_14B_T2V_lora_rank32.safetensors","strength":0.25,"strengthTwo":null},{"on":false,"lora":"None","strength":1,"strengthTwo":null},{},""]},{"id":3,"type":"KSampler","pos":[1268.9246826171875,199.1334228515625],"size":[362.2787170410156,618.2786865234375],"flags":{},"order":42,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":95},{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":98},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":99},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":160},{"localized_name":"seed","name":"seed","type":"INT","widget":{"name":"seed"},"link":null},{"localized_name":"steps","name":"steps","type":"INT","widget":{"name":"steps"},"link":null},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null},{"localized_name":"sampler_name","name":"sampler_name","type":"COMBO","widget":{"name":"sampler_name"},"link":null},{"localized_name":"scheduler","name":"scheduler","type":"COMBO","widget":{"name":"scheduler"},"link":null},{"localized_name":"denoise","name":"denoise","type":"FLOAT","widget":{"name":"denoise"},"link":null}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","slot_index":0,"links":[116]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"KSampler","widget_ue_connectable":{}},"widgets_values":[904263239977461,"randomize",50,1,"uni_pc","normal",1]},{"id":6,"type":"CLIPTextEncode","pos":[149.87985229492188,191.60894775390625],"size":[422.84503173828125,164.31304931640625],"flags":{},"order":29,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":186},{"localized_name":"text","name":"text","type":"STRING","widget":{"name":"text"},"link":null}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","slot_index":0,"links":[96]}],"title":"CLIP Text Encode (Positive Prompt)","properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"CLIPTextEncode","widget_ue_connectable":{}},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":138,"type":"VHS_LoadVideo","pos":[-375.5055847167969,717.330810546875],"size":[303.5751037597656,483.5422668457031],"flags":{},"order":18,"mode":0,"inputs":[{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"video","name":"video","type":"COMBO","widget":{"name":"video"},"link":null},{"localized_name":"force_rate","name":"force_rate","type":"FLOAT","widget":{"name":"force_rate"},"link":null},{"localized_name":"custom_width","name":"custom_width","type":"INT","widget":{"name":"custom_width"},"link":null},{"localized_name":"custom_height","name":"custom_height","type":"INT","widget":{"name":"custom_height"},"link":null},{"localized_name":"frame_load_cap","name":"frame_load_cap","type":"INT","widget":{"name":"frame_load_cap"},"link":null},{"localized_name":"skip_first_frames","name":"skip_first_frames","type":"INT","widget":{"name":"skip_first_frames"},"link":null},{"localized_name":"select_every_nth","name":"select_every_nth","type":"INT","widget":{"name":"select_every_nth"},"link":null},{"localized_name":"format","name":"format","shape":7,"type":"COMBO","widget":{"name":"format"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[224]},{"localized_name":"frame_count","name":"frame_count","type":"INT","links":[231]},{"localized_name":"audio","name":"audio","type":"AUDIO","links":null},{"localized_name":"video_info","name":"video_info","type":"VHS_VIDEOINFO","links":null}],"properties":{"cnr_id":"comfyui-videohelpersuite","ver":"1.6.1","Node name for S&R":"VHS_LoadVideo","widget_ue_connectable":{}},"widgets_values":{"video":"hand2.mp4","force_rate":0,"custom_width":0,"custom_height":0,"frame_load_cap":0,"skip_first_frames":0,"select_every_nth":1,"format":"AnimateDiff","choose video to upload":"image","videopreview":{"hidden":false,"paused":false,"params":{"filename":"hand2.mp4","type":"input","format":"video/mp4","force_rate":0,"custom_width":0,"custom_height":0,"frame_load_cap":0,"skip_first_frames":0,"select_every_nth":1}}}},{"id":155,"type":"PrimitiveInt","pos":[23.898757934570312,1060.631591796875],"size":[270,82],"flags":{},"order":19,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","links":[232]}],"title":"Extra frames","properties":{"cnr_id":"comfy-core","ver":"0.3.40","Node name for S&R":"PrimitiveInt","widget_ue_connectable":{"value":true}},"widgets_values":[4,"fixed"]},{"id":151,"type":"CLIPLoaderGGUFDisTorchMultiGPU","pos":[-1350.3529052734375,-469.328857421875],"size":[329.3999938964844,178],"flags":{},"order":20,"mode":4,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null},{"localized_name":"virtual_vram_gb","name":"virtual_vram_gb","shape":7,"type":"FLOAT","widget":{"name":"virtual_vram_gb"},"link":null},{"localized_name":"use_other_vram","name":"use_other_vram","shape":7,"type":"BOOLEAN","widget":{"name":"use_other_vram"},"link":null},{"localized_name":"expert_mode_allocations","name":"expert_mode_allocations","shape":7,"type":"STRING","widget":{"name":"expert_mode_allocations"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":null}],"properties":{"cnr_id":"comfyui-multigpu","ver":"1.7.3","Node name for S&R":"CLIPLoaderGGUFDisTorchMultiGPU","widget_ue_connectable":{"clip_name":true,"type":true,"device":true,"virtual_vram_gb":true,"use_other_vram":true,"expert_mode_allocations":true}},"widgets_values":["umt5-xxl-encoder-Q8_0.gguf","wan","cuda:1",0,false,""]},{"id":159,"type":"AIO_Preprocessor","pos":[953.682861328125,1216.3280029296875],"size":[270,82],"flags":{},"order":39,"mode":4,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":249},{"localized_name":"preprocessor","name":"preprocessor","shape":7,"type":"COMBO","widget":{"name":"preprocessor"},"link":null},{"localized_name":"resolution","name":"resolution","shape":7,"type":"INT","widget":{"name":"resolution"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[246,250]}],"properties":{"cnr_id":"comfyui_controlnet_aux","ver":"1.0.7","Node name for S&R":"AIO_Preprocessor","widget_ue_connectable":{"preprocessor":true,"resolution":true}},"widgets_values":["DepthAnythingPreprocessor",1024]},{"id":161,"type":"BrightnessNode","pos":[1302.9698486328125,1377.4219970703125],"size":[270,58],"flags":{},"order":21,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":null},{"localized_name":"factor","name":"factor","type":"FLOAT","widget":{"name":"factor"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":null}],"properties":{"cnr_id":"comfyui-logicutils","ver":"1.7.2","widget_ue_connectable":{},"Node name for S&R":"BrightnessNode"},"widgets_values":[1]},{"id":75,"type":"PreviewImage","pos":[1744.8193359375,891.4615478515625],"size":[589.4680786132812,428.3226013183594],"flags":{},"order":43,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":251}],"outputs":[],"properties":{"cnr_id":"comfy-core","ver":"0.3.34","Node name for S&R":"PreviewImage","widget_ue_connectable":{}},"widgets_values":[]},{"id":160,"type":"Image Levels Adjustment","pos":[1295.2786865234375,1217.8302001953125],"size":[270,106],"flags":{},"order":41,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":250},{"localized_name":"black_level","name":"black_level","type":"FLOAT","widget":{"name":"black_level"},"link":null},{"localized_name":"mid_level","name":"mid_level","type":"FLOAT","widget":{"name":"mid_level"},"link":null},{"localized_name":"white_level","name":"white_level","type":"FLOAT","widget":{"name":"white_level"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[251]}],"properties":{"cnr_id":"was-ns","ver":"3.0.0","widget_ue_connectable":{},"Node name for S&R":"Image Levels Adjustment"},"widgets_values":[0,127.5,255]}],"links":[[95,48,0,3,0,"MODEL"],[96,6,0,49,0,"CONDITIONING"],[97,7,0,49,1,"CONDITIONING"],[98,49,0,3,1,"CONDITIONING"],[99,49,1,3,2,"CONDITIONING"],[115,49,3,58,1,"INT"],[116,3,0,58,0,"LATENT"],[117,58,0,8,0,"LATENT"],[160,49,2,3,3,"LATENT"],[180,109,0,48,0,"MODEL"],[182,109,1,7,0,"CLIP"],[186,109,1,6,0,"CLIP"],[187,108,0,111,0,"MODEL"],[189,8,0,112,0,"IMAGE"],[193,115,0,78,0,"IMAGE"],[201,124,0,108,0,"MODEL"],[204,125,0,124,0,"MODEL"],[205,107,0,124,1,"MODEL"],[206,129,0,132,1,"IMAGE"],[208,115,0,131,0,"IMAGE"],[212,134,0,49,5,"IMAGE"],[213,73,0,134,0,"IMAGE"],[214,134,0,135,0,"IMAGE"],[219,112,0,137,0,"*"],[221,134,1,49,6,"INT"],[222,134,2,49,7,"INT"],[224,138,0,115,0,"IMAGE"],[229,150,0,109,0,"MODEL"],[230,152,0,109,1,"CLIP"],[231,138,1,154,0,"*"],[232,155,0,154,1,"*"],[233,156,0,49,2,"VAE"],[234,156,0,8,1,"VAE"],[235,154,0,49,8,"INT"],[236,131,0,158,0,"IMAGE"],[246,159,0,49,3,"IMAGE"],[247,154,0,140,0,"STRING"],[248,115,0,129,0,"IMAGE"],[249,129,0,159,0,"IMAGE"],[250,159,0,160,0,"IMAGE"],[251,160,0,75,0,"IMAGE"]],"groups":[{"id":1,"title":"Load models here","bounding":[-288.1507568359375,-34.62283706665039,410,620],"color":"#3f789e","font_size":24,"flags":{}},{"id":2,"title":"Prompt","bounding":[140,120,450,470],"color":"#3f789e","font_size":24,"flags":{}},{"id":3,"title":"Sampling & Decoding","bounding":[610,120,730,470],"color":"#3f789e","font_size":24,"flags":{}},{"id":4,"title":"Save Video(Mp4)","bounding":[1360,120,720,900],"color":"#3f789e","font_size":24,"flags":{}},{"id":6,"title":"Load control video","bounding":[15.673115730285645,624.326904296875,560,410],"color":"#3f789e","font_size":24,"flags":{}},{"id":7,"title":"Load reference image","bounding":[-1055.062255859375,654.48046875,300,410],"color":"#3f789e","font_size":24,"flags":{}},{"id":8,"title":"Image preprocessing","bounding":[610,610,730,410],"color":"#3f789e","font_size":24,"flags":{}},{"id":9,"title":"Low Vram high ram","bounding":[-643.607666015625,-288.4152526855469,344.0079040527344,468.7584533691406],"color":"#a1309b","font_size":24,"flags":{}},{"id":10,"title":"Normal GGUF loader","bounding":[-644.4185180664062,-527.482177734375,348.7563781738281,234.12091064453125],"color":"#a1309b","font_size":24,"flags":{}},{"id":11,"title":"MultiGPU loading","bounding":[-987.1438598632812,-508.11029052734375,331.4059143066406,510.0078125],"color":"#3f789e","font_size":24,"flags":{}}],"config":{},"extra":{"ds":{"scale":0.6934334949441421,"offset":[692.895704104654,-467.9375437758829]},"frontendVersion":"1.18.10","node_versions":{"comfy-core":"0.3.34"},"VHS_latentpreview":false,"VHS_latentpreviewrate":0,"VHS_MetadataImage":true,"VHS_KeepIntermediate":true,"ue_links":[],"links_added_by_ue":[]},"version":0.4}