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"flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "**Built on ComfyUI v0.8.0**\n\nNeed help? **[Discord](https://discord.gg/hq8qPbvznf)**\n\nSINCE WE ARE OFFLOADING A LOT OF LAYERS, 64GB RAM (for BF16 offloading) RECOMMENDED.\n\nTESTED WITH SOLO CONTENT ONLY.\n\n[Relight LoRA](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/LoRAs/Wan22_relight/WanAnimate_relight_lora_fp16.safetensors)\n\n[LightX2V Lora](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank128_bf16.safetensors)\n\n[Wan 2.2 Animate BF16](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_animate_14B_bf16.safetensors)\n\n[Yolo V12 M Face](https://github.com/YapaLab/yolo-face/releases/download/1.0.0/yolov12m-face.pt)\n\n[Yolo V10 ONNX](https://huggingface.co/Wan-AI/Wan2.2-Animate-14B/resolve/main/process_checkpoint/det/yolov10m.onnx)\n\n[ViTPose Large](https://huggingface.co/JunkyByte/easy_ViTPose/resolve/main/onnx/wholebody/vitpose-l-wholebody.onnx)\n\n[UMT5 Encoder BF16](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/umt5-xxl-enc-bf16.safetensors)\n\n[BF16 VAE](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors)\n\nLast time I checked, you have to install this manually:\n\n[https://github.com/kijai/ComfyUI-WanAnimatePreprocess](https://github.com/kijai/ComfyUI-WanAnimatePreprocess)" ], "color": "#432", "bgcolor": "#653" }, { "id": 306, "type": "ImageStitch", "pos": [ -737.9856319091397, -2402.1529041801864 ], "size": [ 210, 150 ], "flags": {}, "order": 74, "mode": 0, "inputs": [ { "name": "image1", "type": "IMAGE", "link": 546 }, { "name": "image2", "shape": 7, "type": "IMAGE", "link": 551 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 549 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.0", "Node name for S&R": "ImageStitch" }, "widgets_values": [ "right", 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"calculate pad height", "properties": { "cnr_id": "basic_data_handling", "ver": "0.6.0", "Node name for S&R": "Basic data handling: MathFormula" }, "widgets_values": [ "max(b, a / (c/d))" ] }, { "id": 207, "type": "GetNode", "pos": [ -1573.5523135950955, -1117.2954187163496 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 14, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 363, 367 ] } ], "title": "Get_width", "properties": {}, "widgets_values": [ "width" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 210, "type": "GetImageSize", "pos": [ -1575.6886968930824, -1061.1579360686358 ], "size": [ 140, 124 ], "flags": { "collapsed": true }, "order": 51, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 569 } ], "outputs": [ { "name": "width", "type": "INT", "links": [ 361, 365 ] }, { "name": "height", "type": "INT", "links": [ 362, 366 ] }, { "name": "batch_size", "type": "INT", "links": null } ], "properties": { 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"FLOAT,INT", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 369 ] } ], "title": "calculate pad width", "properties": { "cnr_id": "basic_data_handling", "ver": "0.6.0", "Node name for S&R": "Basic data handling: MathFormula" }, "widgets_values": [ "max(a, (c/d) * b)" ] }, { "id": 216, "type": "GetNode", "pos": [ -120.19762682309636, -1772.463011877253 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 16, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 382 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ], "color": "#232", "bgcolor": "#353" }, { "id": 288, "type": "GetNode", "pos": [ -246.65459753473817, -1771.2247126906623 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 17, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 579 ] } ], "title": "Get_audio", "properties": {}, "widgets_values": [ "audio" ] }, { "id": 225, "type": "GetNode", "pos": [ -480.3884292640779, -1765.0428010644732 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 18, "mode": 0, "inputs": [], "outputs": [ { "name": "WANVIDEOMODEL", "type": "WANVIDEOMODEL", "links": [ 407 ] } ], "title": "Get_model", "properties": {}, "widgets_values": [ "model" ] }, { "id": 260, "type": "GetNode", "pos": [ -818.8148158757756, -1556.45221436389 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 19, "mode": 0, "inputs": [], "outputs": [ { "name": "WANTEXTENCODER", "type": "WANTEXTENCODER", "links": [ 450 ] } ], "title": "Get_encoder", "properties": {}, "widgets_values": [ "encoder" ] }, { "id": 259, "type": "WanVideoTextEncode", "pos": [ -844.8672556207737, -1600.1845566274924 ], "size": [ 400, 234 ], "flags": { "collapsed": true }, "order": 38, "mode": 0, "inputs": [ { "name": "t5", "shape": 7, "type": "WANTEXTENCODER", "link": 450 }, { "name": "model_to_offload", "shape": 7, "type": "WANVIDEOMODEL", "link": null } ], "outputs": [ { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 451 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.5", "Node name for S&R": "WanVideoTextEncode" }, "widgets_values": [ "", "", true, true, "gpu" ] }, { "id": 310, "type": "GrowMaskWithBlur", "pos": [ -997.0574429140303, -2328.8366999255413 ], "size": [ 239.81666564941406, 246 ], "flags": {}, "order": 66, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 559 } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 558, 560 ] }, { "name": "mask_inverted", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "eaa9dbf239996ad575b5b276b745a2410c9e1ffc", "Node name for S&R": "GrowMaskWithBlur" }, "widgets_values": [ 96, 0, false, false, 0, 1, 1, false ] }, { "id": 312, "type": "Note", "pos": [ -471.1436953627421, -2994.278789929706 ], "size": [ 280.8351619350176, 283.69045393293436 ], "flags": {}, "order": 20, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Memory Tips\n-----------\n* use torch compile\n* reduce context frames\n (minimum 48, always use \n close to half for \n overlap)\n* reduce resolution\n* use vae en/decode\n (decrease tile size if\n needed)" ], "color": "#432", "bgcolor": "#653" }, { "id": 320, "type": "WanVideoContextOptions", "pos": [ -643.5705695708014, -1707.4700691529833 ], "size": [ 289.3050762113878, 202 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "reference_latent", "shape": 7, "type": "LATENT", "link": null } ], "outputs": [ { "name": "context_options", "type": "WANVIDCONTEXT", "links": [ 577 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.5", "Node name for S&R": "WanVideoContextOptions" }, "widgets_values": [ "static_standard", 80, 4, 32, true, false, "linear" ] }, { "id": 293, "type": "ImageSizeCalculator", "pos": [ -1568.1236095819015, -2527.465073749605 ], "size": [ 222.54342806022032, 174 ], "flags": {}, "order": 22, "mode": 0, "inputs": [], "outputs": [ { "name": "width", "type": "INT", "links": [ 513, 542, 556, 575 ] }, { "name": "height", "type": "INT", "links": [ 514, 541, 555, 576 ] } ], "properties": { "cnr_id": "comfyui-supernodes", "ver": "29eef2806573a452e7aa2d9bd5862a30a9206703", "Node name for S&R": "ImageSizeCalculator" }, "widgets_values": [ 9, 16, "max", 1280, 16 ], "color": "#232", "bgcolor": "#353" }, { "id": 314, "type": "WanVideoDecode", "pos": [ -618.6816809373497, -1013.1524995496851 ], "size": [ 233.85624701275128, 198 ], "flags": {}, "order": 56, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 571 }, { "name": "samples", "type": "LATENT", "link": 565 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 566 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.5", "Node name for S&R": "WanVideoDecode" }, "widgets_values": [ true, 1280, 1280, 640, 640, "default" ] }, { "id": 191, "type": "SetNode", "pos": [ -1071.7410131424583, -2580.897511772557 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 54, "mode": 0, "inputs": [ { "name": "FLOAT", "type": "FLOAT", "link": 471 } ], "outputs": [ { "name": "*", "type": "*", "links": [] } ], "title": "Set_fps", "properties": { "previousName": "fps" }, "widgets_values": [ "fps" ] }, { "id": 255, "type": "WanVideoTorchCompileSettings", "pos": [ -1617.0741800556852, -3684.8291830370113 ], "size": [ 293.3666687011719, 250 ], "flags": {}, "order": 23, "mode": 0, "inputs": [], "outputs": [ { "name": "torch_compile_args", "type": "WANCOMPILEARGS", "links": [ 447 ] } ], "properties": { "cnr_id": "comfyui-wanvideowrapper", "ver": "1.4.5", "Node name for S&R": "WanVideoTorchCompileSettings" }, "widgets_values": [ "inductor", false, "default", false, 32, true, 64, false, false ], "color": "#223", "bgcolor": "#335" }, { "id": 171, "type": "WanVideoLoraSelectMulti", "pos": [ -1617.7813884495026, -3391.768939945165 ], "size": [ 540.336916219418, 342 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 378 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "b2c8cf969fcf60a38884ea2c29af177ae1f28b29", "Node name for S&R": "WanVideoLoraSelectMulti" }, "widgets_values": [ "wan/WanAnimate_relight_lora_fp16.safetensors", 1, "wan/lightx2v_I2V_14B_480p_cfg_step_distill_rank128_bf16.safetensors", 1, "none", 1, "none", 1, "none", 1, false, true ], "color": "#223", "bgcolor": "#335" }, { "id": 317, "type": "Note", "pos": [ -869.0318260470765, -1761.1697012956513 ], "size": [ 210, 88 ], "flags": {}, "order": 25, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Turn on context options when frames are over 81" ], "color": "#432", "bgcolor": "#653" }, { "id": 57, "type": "LoadImage", "pos": [ -1816.190009310285, -1771.7929242572438 ], "size": [ 457.39078084837456, 600.7103740904863 ], "flags": {}, "order": 26, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 567 ] }, { "name": "MASK", "type": "MASK", "links": [ 568 ] } ], "title": "Load Face", "properties": { "cnr_id": "comfy-core", "ver": "0.3.57", "Node name for S&R": "LoadImage", "image": "clipspace/clipspace-painted-masked-1767831501691.png [input]" }, "widgets_values": [ "clipspace/clipspace-painted-masked-1767831501691.png [input]", "image" ] }, { "id": 51, "type": "WanVideoBlockSwap", "pos": [ -1310.0388314321294, -3657.1376563785066 ], "size": [ 226.5500030517578, 202 ], "flags": {}, "order": 27, "mode": 0, "inputs": [], "outputs": [ { "name": "block_swap_args", "type": "BLOCKSWAPARGS", "links": [ 375 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "e5ef9752a7e846b232fc05fd993327a2e870a788", "Node name for S&R": "WanVideoBlockSwap" }, "widgets_values": [ 48, false, false, false, 0, 0, false ], "color": "#223", "bgcolor": "#335" }, { "id": 62, "type": "WanVideoAnimateEmbeds", "pos": [ -634.8530992567597, -1446.6919094283005 ], "size": [ 274.2164001464844, 370 ], "flags": {}, "order": 37, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 280 }, { "name": "clip_embeds", "shape": 7, "type": "WANVIDIMAGE_CLIPEMBEDS", "link": null }, { "name": "ref_images", "shape": 7, "type": "IMAGE", "link": 282 }, { "name": "pose_images", "shape": 7, "type": "IMAGE", "link": 244 }, { "name": "face_images", "shape": 7, "type": "IMAGE", "link": 240 }, { "name": "bg_images", "shape": 7, "type": "IMAGE", "link": 234 }, { "name": "mask", "shape": 7, "type": "MASK", "link": 386 }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 265 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 266 }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 433 }, { "name": "frame_window_size", "type": "INT", "widget": { "name": "frame_window_size" }, "link": 573 } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 84 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "761b1d191e50d589465e31dc0d40ff7c59b1b7b0", "Node name for S&R": "WanVideoAnimateEmbeds" }, "widgets_values": [ 832, 480, 81, true, 10000, "disabled", 1, 1, true ], "color": "#322", "bgcolor": "#533" }, { "id": 277, "type": "OnnxDetectionModelLoader", "pos": [ -1598.7018576481696, -2975.689889305056 ], "size": [ 322.81146527947806, 106 ], "flags": {}, "order": 28, "mode": 0, "inputs": [], "outputs": [ { "name": "model", "type": "POSEMODEL", "links": [ 488 ] } ], "properties": { "cnr_id": "comfyui-wananimatepreprocess", "ver": "e63d6e71ae4c271f3f81211a7ca7f87607b7e50d", "Node name for S&R": "OnnxDetectionModelLoader", "aux_id": "kijai/ComfyUI-WanAnimatePreprocess" }, "widgets_values": [ "vitpose-l-wholebody.onnx", "yolov10m.onnx", 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"name": "frame_rate" }, "link": 382 } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "8e4d79471bf1952154768e8435a9300077b534fa", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "wanimate", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 10, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "wanimate_00030-audio.mp4", "subfolder": "", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "wanimate_00030.png", "fullpath": "/home/sonny/git/ComfyUI/output/wanimate_00030-audio.mp4" }, "muted": false } } }, { "id": 27, "type": "WanVideoSampler", "pos": [ -331.0041951252125, -1713.4575548675816 ], "size": [ 315, 1228.4444444444443 ], "flags": {}, "order": 50, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 407 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 84 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 451 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": null }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": 577 }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "slot_index": 0, "links": [ 565 ] }, { "name": "denoised_samples", "type": "LATENT", "links": null } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "e5ef9752a7e846b232fc05fd993327a2e870a788", "Node name for S&R": "WanVideoSampler" }, "widgets_values": [ 4, 1, 1, 0, "fixed", true, "dpm++_sde", 0, 1, "", "comfy", 0, -1, false ] }, { "id": 326, "type": "Note", "pos": [ -852.9083555955639, -967.3506058478289 ], "size": [ 218.91610044825597, 129.01406206197748 ], "flags": {}, "order": 32, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Default Shift is 5\nso if you don't like the results, switch back to Euler + 5 shift" ], "color": "#432", "bgcolor": "#653" }, { "id": 321, "type": "Note", "pos": [ -1163.6599356026964, -3010.3478787135627 ], "size": [ 258.0899784454964, 159.15378383650886 ], "flags": {}, "order": 33, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "^\nmerge_loras saves vram for me but i think it temporarily uses more system ram for its operations\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 75, "type": "VHS_VideoCombine", "pos": [ -498.8927597094727, -2578.3623539356095 ], "size": [ 573.4035104120503, 334 ], "flags": { "collapsed": false }, "order": 76, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 550 }, { "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 }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 540 } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "8e4d79471bf1952154768e8435a9300077b534fa", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "preprocess_results", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "preprocess_results_00002.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "preprocess_results_00002.png", "fullpath": "/home/sonny/git/ComfyUI/temp/preprocess_results_00002.mp4" } } } }, { "id": 324, "type": "Note", "pos": [ 107.75126427293597, -2112.0280818487036 ], "size": [ 239.72033482752, 88 ], "flags": {}, "order": 34, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "I find it a whole frame behind usally.\n0.0625 = 1/16fps" ], "color": "#432", "bgcolor": "#653" }, { "id": 322, "type": "AudioConcat", "pos": [ 103.79370448730374, -1959.158567629878 ], "size": [ 210, 78 ], "flags": { "collapsed": true }, "order": 46, "mode": 0, "inputs": [ { "name": "audio1", "type": "AUDIO", "link": 580 }, { "name": "audio2", "type": "AUDIO", "link": 579 } ], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 581 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.0", "Node name for S&R": "AudioConcat" }, "widgets_values": [ "after" ] }, { "id": 323, "type": "EmptyAudio", "pos": [ 103.55594180868312, -1958.772203277118 ], "size": [ 210, 106 ], "flags": {}, "order": 35, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 580 ] } ], "title": "Add Delay", "properties": { "cnr_id": "comfy-core", "ver": "0.8.0", "Node name for S&R": "EmptyAudio" }, "widgets_values": [ 0.0625, 48000, 2 ] }, { "id": 254, 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