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"COMBO", "widget": { "name": "upscale_method" }, "link": null }, { "label": "keep_proportion", "name": "keep_proportion", "type": "COMBO", "widget": { "name": "keep_proportion" }, "link": null }, { "label": "pad_color", "name": "pad_color", "type": "STRING", "widget": { "name": "pad_color" }, "link": null }, { "label": "crop_position", "name": "crop_position", "type": "COMBO", "widget": { "name": "crop_position" }, "link": null }, { "label": "divisible_by", "name": "divisible_by", "type": "INT", "widget": { "name": "divisible_by" }, "link": null }, { "label": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" }, "link": null } ], "outputs": [ { "label": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 31 ] }, { "label": "width", "name": "width", "type": "INT", "links": [] }, { "label": "height", "name": "height", "type": "INT", "links": [] }, { "label": "mask", "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "1b9af2322c009e0171f1c7c2f8457ca69afa1ec0", "Node name for S&R": "ImageResizeKJv2", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ 512, 896, "bilinear", "crop", "0, 0, 0", "center", 2, "cpu" ] }, { "id": 22, "type": "WanVideoEmptyEmbeds", "pos": [ -4526.880619687501, 8162.839391562499 ], "size": [ 272.431640625, 126 ], "flags": {}, "order": 26, "mode": 0, "inputs": [ { "label": "control_embeds", "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "label": "extra_latents", "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null }, { "label": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 23 }, { "label": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 24 }, { "label": "num_frames", "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 25 } ], "outputs": [ { "label": "image_embeds", "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 41 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "0f217be4d8742741b0f89db50138214302a58dc3", "Node name for S&R": "WanVideoEmptyEmbeds", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ 480, 832, 65 ], "color": "#323", "bgcolor": "#535" }, { "id": 32, "type": "GetImageSizeAndCount", "pos": [ -2946.0514737890617, 8312.877017500003 ], "size": [ 196.2994140625, 86 ], "flags": {}, "order": 40, "mode": 0, "inputs": [ { "label": "image", "name": "image", "type": "IMAGE", "link": 40 } ], "outputs": [ { "label": "image", "name": "image", "type": "IMAGE", "links": [ 48 ] }, { "label": "480 width", "name": "width", "type": "INT", "links": null }, { "label": "832 height", "name": "height", "type": "INT", "links": null }, { "label": "121 count", "name": "count", "type": "INT", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "ff7f876c09ff5a53be051073c3c1731b96ee31a3", "Node name for S&R": "GetImageSizeAndCount", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 49, "type": "Note", "pos": [ -4889.00681046875, 7574.642780625 ], "size": [ 210, 94.78260803222656 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "For multiple character, generate the image match to the first frame of your video, remove ref_dw_pose and run it." ], "color": "#432", "bgcolor": "#653" }, { "id": 42, "type": "Note", "pos": [ -6523.380118096583, 8703.660664460223 ], "size": [ 636.320068359375, 629.2335205078125 ], "flags": {}, "order": 14, "mode": 0, "inputs": [], "outputs": [], "title": "Model download", "properties": { "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "NLF will download at the first run\nnlf_l_multi_0.3.2.torchscript\nput at : \\ComfyUI\\models\\nlf\n\nvitpose-l-wholebody.onnx\nhttps://huggingface.co/JunkyByte/easy_ViTPose/tree/main/onnx/wholebody\n\nyolov10m.onnx\nhttps://huggingface.co/Wan-AI/Wan2.2-Animate-14B/blob/main/process_checkpoint/det/yolov10m.onnx\n\nput at : ComfyUI\\models\\detection\n\n\n\nWan21-14B-SCAIL-preview_comfy-Q3_K_S.gguf (suggest Q2 if out of memory)\nhttps://huggingface.co/vantagewithai/SCAIL-Preview-GGUF/tree/main\nPut at: ComfyUI\\models\\diffusion_models\n\n\nwan2.1-i2v-14b-480p-Q3_K_S.gguf\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\nPut at: ComfyUI\\models\\diffusion_models\n\n\nlightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v\nPut at: ComfyUI\\models\\loras\n\n\numt5-xxl-enc-fp8_e4m3fn.safetensors (dont use bf16)\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main\nPut at: ComfyUI\\models\\text_encoders\n\n\nwan_2.1_vae.safetensors\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae\nPut at: ComfyUI\\models\\vae\n\n\n\nclip_vision_h.safetensors\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/clip_vision\nPut at: ComfyUI\\models\\clip_vision\n\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 10, "type": "Note", "pos": [ -6126.367924076699, 8523.001260681813 ], "size": [ 218.19512939453125, 124.56285858154297 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "if you dont have sageattention, change attention mode to sdpa\n\nif you cannot run fp16 fast, then switch base precision to fp16\n\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 46, "type": "WanVideoModelLoader", "pos": [ -5851.798073593749, 8539.697527812497 ], "size": [ 477.4410095214844, 338 ], "flags": {}, "order": 16, "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": null }, { "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": "extra_model", "name": "extra_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 }, { "label": "fantasyportrait_model", "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null }, { "label": "model", "name": "model", "type": "COMBO", "widget": { "name": "model" }, "link": null }, { "label": "base_precision", "name": "base_precision", "type": "COMBO", "widget": { "name": "base_precision" }, "link": null }, { "label": "quantization", "name": "quantization", "type": "COMBO", "widget": { "name": "quantization" }, "link": null }, { "label": "load_device", "name": "load_device", "type": "COMBO", "widget": { "name": "load_device" }, "link": null }, { "label": "attention_mode", "name": "attention_mode", "shape": 7, "type": "COMBO", "widget": { "name": "attention_mode" }, "link": null }, { "label": "rms_norm_function", "name": "rms_norm_function", "shape": 7, "type": "COMBO", "widget": { "name": "rms_norm_function" }, "link": null }, { "label": "vace_model", "name": "vace_model", "shape": 7, "type": "VACEPATH", "link": null } ], "outputs": [ { "label": "model", "name": "model", "type": "WANVIDEOMODEL", "slot_index": 0, "links": [ 12 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoModelLoader", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "Wan21-14B-SCAIL-preview_comfy-Q3_K_M.gguf", "fp16_fast", "disabled", "offload_device", "sageattn", "default" ], "color": "#223", "bgcolor": "#335" }, { "id": 51, "type": "Note", "pos": [ -6427.168681239342, 7111.92116000085 ], "size": [ 256.2962951660156, 168.43017578125 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "Stick to the 3-second or 5-second rule when loading videos.\nFor your information, a 23-second video can consume up to 27GB of VRAM during pose detection. \n\nYou can process the video batch by batch using the skip-first-frame technique, then combine the clips later in editing.\n\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 50, "type": "PreviewImage", "pos": [ -3941.000756093751, 7243.859113906254 ], "size": [ 354.8650207519531, 285.1335144042969 ], "flags": { "collapsed": false }, "order": 36, "mode": 0, "inputs": [ { "label": "images", "name": "images", "type": "IMAGE", "link": 62 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "PreviewImage", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 43, "type": "VHS_VideoCombine", "pos": [ -3940.869478281247, 7679.730420781251 ], "size": [ 287.28399658203125, 334 ], "flags": {}, "order": 35, "mode": 0, "inputs": [ { "label": "images", "name": "images", "type": "IMAGE", "link": 56 }, { "label": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "label": "meta_batch", "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "label": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "label": "frame_rate", "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": null }, { "label": "loop_count", "name": "loop_count", "type": "INT", "widget": { "name": "loop_count" }, "link": null }, { "label": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" }, "link": null }, { "label": "format", "name": "format", "type": "COMBO", "widget": { "name": "format" }, "link": null }, { "label": "pingpong", "name": "pingpong", "type": "BOOLEAN", "widget": { "name": "pingpong" }, "link": null }, { "label": "save_output", "name": "save_output", "type": "BOOLEAN", "widget": { "name": "save_output" }, "link": null }, { "label": "pix_fmt", "name": "pix_fmt", "type": [ "yuv420p", "yuv420p10le" ], "widget": { "name": "pix_fmt" }, "link": null }, { "label": "crf", "name": "crf", "type": "INT", "widget": { "name": "crf" }, "link": null }, { "label": "save_metadata", "name": "save_metadata", "type": "BOOLEAN", "widget": { "name": "save_metadata" }, "link": null }, { "label": "trim_to_audio", "name": "trim_to_audio", "type": "BOOLEAN", "widget": { "name": "trim_to_audio" }, "link": null } ], "outputs": [ { "label": "Filenames", "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", "Node name for S&R": "VHS_VideoCombine", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "dw_pose", "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": "dw_pose_00001.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 24, "workflow": "dw_pose_00001.png", "fullpath": "C:\\AI-Software\\ComfyUI_windows_portable_nvidia\\ComfyUI_windows_portable\\ComfyUI\\temp\\dw_pose_00001.mp4" } } } }, { "id": 36, "type": "VHS_VideoCombine", "pos": [ -2740.255840351562, 8552.668470624998 ], "size": [ 532.2022705078125, 334 ], "flags": {}, "order": 41, "mode": 0, "inputs": [ { "label": "images", "name": "images", "type": "IMAGE", "link": 48 }, { "label": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 49 }, { "label": "meta_batch", "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "label": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "label": "frame_rate", "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": null }, { "label": "loop_count", "name": "loop_count", "type": "INT", "widget": { "name": "loop_count" }, "link": null }, { "label": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" }, "link": null }, { "label": "format", "name": "format", "type": "COMBO", "widget": { "name": "format" }, "link": null }, { "label": "pingpong", "name": "pingpong", "type": "BOOLEAN", "widget": { "name": "pingpong" }, "link": null }, { "label": "save_output", "name": "save_output", "type": "BOOLEAN", "widget": { "name": "save_output" }, "link": null }, { "label": "pix_fmt", "name": "pix_fmt", "type": [ "yuv420p", "yuv420p10le" ], "widget": { "name": "pix_fmt" }, "link": null }, { "label": "crf", "name": "crf", "type": "INT", "widget": { "name": "crf" }, "link": null }, { "label": "save_metadata", "name": "save_metadata", "type": "BOOLEAN", "widget": { "name": "save_metadata" }, "link": null }, { "label": "trim_to_audio", "name": "trim_to_audio", "type": "BOOLEAN", "widget": { "name": "trim_to_audio" }, "link": null } ], "outputs": [ { "label": "Filenames", "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", "Node name for S&R": "VHS_VideoCombine", "ue_properties": { "version": "7.8", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "WanVideo_SCAIL", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": false, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "WanVideo_SCAIL_00001-audio.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 24, "workflow": "WanVideo_SCAIL_00001.png", "fullpath": "C:\\AI-Software\\ComfyUI_windows_portable_nvidia\\ComfyUI_windows_portable\\ComfyUI\\temp\\WanVideo_SCAIL_00001-audio.mp4" } } } } ], "links": [ [ 10, 14, 0, 13, 0, "WANVIDEOMODEL" ], [ 11, 11, 0, 13, 1, "WANVIDLORA" ], [ 12, 46, 0, 14, 0, "WANVIDEOMODEL" ], [ 13, 45, 0, 14, 1, "BLOCKSWAPARGS" ], [ 14, 15, 0, 16, 0, "POSEMODEL" ], [ 15, 47, 0, 16, 1, "IMAGE" ], [ 16, 18, 0, 17, 0, "NLFMODEL" ], [ 17, 47, 0, 17, 1, "IMAGE" ], [ 18, 47, 1, 19, 0, "*" ], [ 19, 47, 2, 20, 0, "*" ], [ 20, 41, 0, 21, 0, "IMAGE" ], [ 21, 19, 0, 21, 2, "INT" ], [ 22, 20, 0, 21, 3, "INT" ], [ 23, 34, 1, 22, 2, "INT" ], [ 24, 34, 2, 22, 3, "INT" ], [ 25, 37, 1, 22, 4, "INT" ], [ 26, 34, 0, 25, 0, "IMAGE" ], [ 27, 23, 0, 26, 0, "CLIP_VISION" ], [ 28, 34, 0, 26, 1, "IMAGE" ], [ 29, 33, 0, 28, 0, "WANVIDIMAGE_EMBEDS" ], [ 30, 12, 0, 28, 1, "WANVAE" ], [ 31, 21, 0, 28, 2, "IMAGE" ], [ 32, 13, 0, 29, 0, "WANVIDEOMODEL" ], [ 33, 28, 0, 29, 1, "WANVIDIMAGE_EMBEDS" ], [ 34, 40, 0, 29, 2, "WANVIDEOSCHEDULER" ], [ 35, 39, 0, 29, 3, "WANVIDEOTEXTEMBEDS" ], [ 36, 30, 0, 29, 5, "WANVIDSAMPLEREXTRAARGS" ], [ 37, 27, 0, 30, 1, "WANVIDCONTEXT" ], [ 38, 12, 0, 31, 0, "WANVAE" ], [ 39, 29, 0, 31, 1, "LATENT" ], [ 40, 31, 0, 32, 0, "IMAGE" ], [ 41, 22, 0, 33, 0, "WANVIDIMAGE_EMBEDS" ], [ 42, 12, 0, 33, 1, "WANVAE" ], [ 43, 34, 0, 33, 2, "IMAGE" ], [ 44, 26, 0, 33, 3, "WANVIDIMAGE_CLIPEMBEDS" ], [ 45, 38, 0, 34, 0, "IMAGE" ], [ 46, 48, 0, 34, 2, "INT" ], [ 47, 35, 0, 34, 3, "INT" ], [ 48, 32, 0, 36, 0, "IMAGE" ], [ 49, 37, 2, 36, 1, "AUDIO" ], [ 50, 24, 0, 39, 0, "WANTEXTENCODER" ], [ 51, 17, 0, 41, 0, "NLFPRED" ], [ 52, 16, 0, 41, 1, "DWPOSES" ], [ 53, 44, 0, 41, 2, "DWPOSES" ], [ 54, 47, 1, 41, 3, "INT" ], [ 55, 47, 2, 41, 4, "INT" ], [ 56, 41, 0, 43, 0, "IMAGE" ], [ 57, 15, 0, 44, 0, "POSEMODEL" ], [ 58, 34, 0, 44, 1, "IMAGE" ], [ 59, 37, 0, 47, 0, "IMAGE" ], [ 60, 48, 0, 47, 2, "INT" ], [ 61, 35, 0, 47, 3, "INT" ], [ 62, 41, 0, 50, 0, "IMAGE" ] ], "groups": [ { "id": 1, "title": "Pose extraction", "bounding": [ -5853.9375, 7203.73828125, 1807.365186484375, 1240.1786979687495 ], "color": "#3f789e", "flags": {} }, { "id": 2, "title": "Models", "bounding": [ -5858.606667343749, 8471.512957499997, 1073.21630859375, 1179.73291015625 ], "color": "#88A", "flags": {} }, { "id": 3, "title": "Sampling", "bounding": [ -4758.3871538937465, 8487.031436304998, 1775.4299891595501, 917.9878896449718 ], "color": "#3f789e", "flags": {} }, { "id": 4, "title": "Image Video References", "bounding": [ -6677.293263893748, 7305.5317763049925, 786.6480886416272, 903.3286048305383 ], "color": "#3f789e", "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.6830134553650709, "offset": [ 6538.353027636192, -6950.235015691458 ] }, "ue_links": [], "links_added_by_ue": [], "frontendVersion": "1.45.20", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true }, "version": 0.4 }