{ "id": "206247b6-9fec-4ed2-8927-e4f388c674d4", "revision": 0, "last_node_id": 85, "last_link_id": 119, "nodes": [ { "id": 46, "type": "WanVideoTextEmbedBridge", "pos": [ 854.3115844726562, 664.818603515625 ], "size": [ 315, 46 ], "flags": {}, "order": 13, "mode": 2, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 54 }, { "name": "negative", "shape": 7, "type": "CONDITIONING", "link": 55 } ], "outputs": [ { "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": [ 404.3124084472656, 924.8187255859375 ], "size": [ 400, 200 ], "flags": {}, "order": 10, "mode": 2, "inputs": [ { "name": "clip", "type": "CLIP", "link": 53 } ], "outputs": [ { "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" ] }, { "id": 48, "type": "CLIPLoader", "pos": [ 44.31245803833008, 674.818603515625 ], "size": [ 315, 106 ], "flags": {}, "order": 0, "mode": 2, "inputs": [], "outputs": [ { "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": [ 404.3124084472656, 674.818603515625 ], "size": [ 400, 200 ], "flags": {}, "order": 9, "mode": 2, "inputs": [ { "name": "clip", "type": "CLIP", "link": 52 } ], "outputs": [ { "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" ] }, { "id": 51, "type": "Note", "pos": [ 74.31259155273438, 504.8180847167969 ], "size": [ 253.16725158691406, 88 ], "flags": {}, "order": 1, "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": 11, "type": "LoadWanVideoT5TextEncoder", "pos": [ 161.7229461669922, -501.2225036621094 ], "size": [ 377.1661376953125, 130 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "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": 38, "type": "WanVideoVAELoader", "pos": [ 169.25408935546875, -322.9471740722656 ], "size": [ 372.7727966308594, 82 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "vae", "type": "WANVAE", "slot_index": 0, "links": [ 43, 88 ] } ], "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": 30, "type": "VHS_VideoCombine", "pos": [ 1684.1597900390625, -394.2595520019531 ], "size": [ 697.7421264648438, 1025.7421875 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 36 }, { "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 } ], "outputs": [ { "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_00240.mp4", "subfolder": "", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "WanVideoWrapper_I2V_00240.png", "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideoWrapper_I2V_00240.mp4" } } } }, { "id": 28, "type": "WanVideoDecode", "pos": [ 1688.0194091796875, -647.6461791992188 ], "size": [ 315, 198 ], "flags": {}, "order": 19, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 43 }, { "name": "samples", "type": "LATENT", "link": 117 } ], "outputs": [ { "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": 68, "type": "WanVideoLoraSelect", "pos": [ -326.3398742675781, -452.3577880859375 ], "size": [ 406.5719909667969, 188 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": 111 }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 85 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "17d48e3e450c7e75f60566e787404cb3d917f48e", "Node name for S&R": "WanVideoLoraSelect" }, "widgets_values": [ "WanVideo\\Pusa\\Wan21_PusaV1_LoRA_14B_rank512_bf16.safetensors", 1.4, false, "
Metadata
Metadata
formatpt
model_typePusaV1-14B
" ] }, { "id": 75, "type": "WanVideoLoraSelect", "pos": [ -848.7334594726562, -433.909423828125 ], "size": [ 502.5318298339844, 176 ], "flags": {}, "order": 4, "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": [ 111 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "17d48e3e450c7e75f60566e787404cb3d917f48e", "Node name for S&R": "WanVideoLoraSelect" }, "widgets_values": [ "WanVideo\\Lightx2v\\lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank32_bf16_.safetensors", 1, false, "
Metadata
Metadata
No metadata found
" ] }, { "id": 84, "type": "MarkdownNote", "pos": [ -846.2874145507812, -711.7315063476562 ], "size": [ 555.7915649414062, 202.42054748535156 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "LoRA links:\n\nPusa:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Pusa/Wan21_PusaV1_LoRA_14B_rank512_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Pusa/Wan21_PusaV1_LoRA_14B_rank512_bf16.safetensors)\n\nDistill:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank32_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank32_bf16.safetensors)" ], "color": "#432", "bgcolor": "#653" }, { "id": 39, "type": "WanVideoBlockSwap", "pos": [ -214.50437927246094, -775.3147583007812 ], "size": [ 315, 154 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "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": 58, "type": "LoadImage", "pos": [ -1042.868408203125, -97.90877532958984 ], "size": [ 413.10479736328125, 498.3180847167969 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 96 ] }, { "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": 71, "type": "ImageResizeKJv2", "pos": [ -542.5422973632812, -104.77092742919922 ], "size": [ 270, 336 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 96 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 115 ] }, { "name": "width", "type": "INT", "links": [ 100 ] }, { "name": "height", "type": "INT", "links": [ 101 ] }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "ad37ce656c13e9abea002b46e3a89be3dba32355", "Node name for S&R": "ImageResizeKJv2" }, "widgets_values": [ 720, 720, "lanczos", "crop", "0, 0, 0", "center", 16, "cpu", "Output: 1 x 720 x 720 | 5.93MB" ] }, { "id": 70, "type": "WanVideoEncode", "pos": [ -81.78827667236328, 24.176483154296875 ], "size": [ 270, 242 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 88 }, { "name": "image", "type": "IMAGE", "link": 115 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 103 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "17d48e3e450c7e75f60566e787404cb3d917f48e", "Node name for S&R": "WanVideoEncode" }, "widgets_values": [ false, 272, 272, 144, 128, 0, 1 ] }, { "id": 16, "type": "WanVideoTextEncode", "pos": [ 787.8640747070312, -91.52558898925781 ], "size": [ 453.0067138671875, 328.0239562988281 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "t5", "type": "WANTEXTENCODER", "link": 15 }, { "name": "model_to_offload", "shape": 7, "type": "WANVIDEOMODEL", "link": 79 } ], "outputs": [ { "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 takes of his hat", "Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards\"", true ], "color": "#332922", "bgcolor": "#593930" }, { "id": 27, "type": "WanVideoSampler", "pos": [ 1315.2401123046875, -401.48028564453125 ], "size": [ 315, 927 ], "flags": {}, "order": 18, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 29 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 102 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 30 }, { "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": null }, { "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": [ 117 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", "Node name for S&R": "WanVideoSampler" }, "widgets_values": [ 6, 1, 5, 46, "fixed", true, "flowmatch_pusa", 0, 1, "", "comfy", "" ] }, { "id": 22, "type": "WanVideoModelLoader", "pos": [ 157.20700073242188, -839.4575805664062 ], "size": [ 477.4410095214844, 274 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": 119 }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": 50 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 85 }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "vace_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null } ], "outputs": [ { "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": [ "WanVideo\\Wan2_1-T2V-14B_fp8_e4m3fn.safetensors", "fp16_fast", "fp8_e4m3fn", "offload_device", "sageattn" ], "color": "#223", "bgcolor": "#335" }, { "id": 78, "type": "WanVideoEmptyEmbeds", "pos": [ 330.17205810546875, -116.94092559814453 ], "size": [ 272.431640625, 126 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "extra_latents", "shape": 7, "type": "LATENT", "link": 103 }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 100 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 101 } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 102 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "6bc53b771d5d2af316801cb69e2ee10dbf7d18b1", "Node name for S&R": "WanVideoEmptyEmbeds" }, "widgets_values": [ 832, 480, 81 ] }, { "id": 35, "type": "WanVideoTorchCompileSettings", "pos": [ -276.8500671386719, -1050.6326904296875 ], "size": [ 390.5999755859375, 202 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "torch_compile_args", "type": "WANCOMPILEARGS", "slot_index": 0, "links": [ 119 ] } ], "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" } ], "links": [ [ 15, 11, 0, 16, 0, "WANTEXTENCODER" ], [ 29, 22, 0, 27, 0, "WANVIDEOMODEL" ], [ 30, 16, 0, 27, 2, "WANVIDEOTEXTEMBEDS" ], [ 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" ], [ 79, 22, 0, 16, 1, "WANVIDEOMODEL" ], [ 85, 68, 0, 22, 2, "WANVIDLORA" ], [ 88, 38, 0, 70, 0, "WANVAE" ], [ 96, 58, 0, 71, 0, "IMAGE" ], [ 100, 71, 1, 78, 2, "INT" ], [ 101, 71, 2, 78, 3, "INT" ], [ 102, 78, 0, 27, 1, "WANVIDIMAGE_EMBEDS" ], [ 103, 70, 0, 78, 1, "LATENT" ], [ 111, 75, 0, 68, 0, "WANVIDLORA" ], [ 115, 71, 0, 70, 1, "IMAGE" ], [ 117, 27, 0, 28, 1, "LATENT" ], [ 119, 35, 0, 22, 0, "WANCOMPILEARGS" ] ], "groups": [ { "id": 1, "title": "ComfyUI text encoding alternative", "bounding": [ -18.503620147705078, 360.8843688964844, 1210.621337890625, 805.9080810546875 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.6115909044841845, "offset": [ 1277.9482772926067, 850.2732515940098 ] }, "node_versions": { "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd", "comfy-core": "0.3.26", "ComfyUI-KJNodes": "a5bd3c86c8ed6b83c55c2d0e7a59515b15a0137f", "ComfyUI-VideoHelperSuite": "0a75c7958fe320efcb052f1d9f8451fd20c730a8" }, "VHS_latentpreview": true, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true, "frontendVersion": "1.24.1" }, "version": 0.4 }