| { |
| "id": "206247b6-9fec-4ed2-8927-e4f388c674d4", |
| "revision": 0, |
| "last_node_id": 70, |
| "last_link_id": 92, |
| "nodes": [ |
| { |
| "id": 46, |
| "type": "WanVideoTextEmbedBridge", |
| "pos": [ |
| 919.7472534179688, |
| 822.0996704101562 |
| ], |
| "size": [ |
| 315, |
| 46 |
| ], |
| "flags": {}, |
| "order": 18, |
| "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": [ |
| 469.7478332519531, |
| 1082.099609375 |
| ], |
| "size": [ |
| 400, |
| 200 |
| ], |
| "flags": {}, |
| "order": 15, |
| "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": [ |
| 109.74829864501953, |
| 832.0996704101562 |
| ], |
| "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": [ |
| 469.7478332519531, |
| 832.0996704101562 |
| ], |
| "size": [ |
| 400, |
| 200 |
| ], |
| "flags": {}, |
| "order": 14, |
| "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": 36, |
| "type": "Note", |
| "pos": [ |
| 160, |
| -1010 |
| ], |
| "size": [ |
| 374.3061828613281, |
| 171.9547576904297 |
| ], |
| "flags": {}, |
| "order": 1, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "fp8_fast seems to cause huge quality degradation\n\nfp_16_fast enables \"Full FP16 Accmumulation in FP16 GEMMs\" feature available in the very latest pytorch nightly, this is around 20% speed boost. \n\nSageattn if you have it installed can be used for almost double inference speed" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 33, |
| "type": "Note", |
| "pos": [ |
| 170, |
| -1150 |
| ], |
| "size": [ |
| 359.0753479003906, |
| 88 |
| ], |
| "flags": {}, |
| "order": 2, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "Models:\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 51, |
| "type": "Note", |
| "pos": [ |
| 139.7482452392578, |
| 662.0992431640625 |
| ], |
| "size": [ |
| 253.16725158691406, |
| 88 |
| ], |
| "flags": {}, |
| "order": 3, |
| "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": 35, |
| "type": "WanVideoTorchCompileSettings", |
| "pos": [ |
| -276.8500671386719, |
| -1050.6326904296875 |
| ], |
| "size": [ |
| 390.5999755859375, |
| 202 |
| ], |
| "flags": {}, |
| "order": 4, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "torch_compile_args", |
| "type": "WANCOMPILEARGS", |
| "slot_index": 0, |
| "links": [] |
| } |
| ], |
| "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" |
| }, |
| { |
| "id": 59, |
| "type": "CLIPVisionLoader", |
| "pos": [ |
| -583.8698120117188, |
| -168.6510009765625 |
| ], |
| "size": [ |
| 315, |
| 58 |
| ], |
| "flags": {}, |
| "order": 5, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "CLIP_VISION", |
| "type": "CLIP_VISION", |
| "links": [ |
| 70 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.26", |
| "Node name for S&R": "CLIPVisionLoader" |
| }, |
| "widgets_values": [ |
| "clip_vision_h.safetensors" |
| ], |
| "color": "#233", |
| "bgcolor": "#355" |
| }, |
| { |
| "id": 16, |
| "type": "WanVideoTextEncode", |
| "pos": [ |
| 787.8640747070312, |
| -91.52558898925781 |
| ], |
| "size": [ |
| 420.30511474609375, |
| 261.5306701660156 |
| ], |
| "flags": {}, |
| "order": 20, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "t5", |
| "shape": 7, |
| "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 is stroking his beard thoughtfully", |
| "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", |
| true, |
| false, |
| "gpu" |
| ], |
| "color": "#332922", |
| "bgcolor": "#593930" |
| }, |
| { |
| "id": 30, |
| "type": "VHS_VideoCombine", |
| "pos": [ |
| 1684.1597900390625, |
| -394.2595520019531 |
| ], |
| "size": [ |
| 1245.8460693359375, |
| 334 |
| ], |
| "flags": {}, |
| "order": 25, |
| "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_00709.mp4", |
| "subfolder": "", |
| "type": "output", |
| "format": "video/h264-mp4", |
| "frame_rate": 16, |
| "workflow": "WanVideoWrapper_I2V_00709.png", |
| "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideoWrapper_I2V_00709.mp4" |
| } |
| } |
| } |
| }, |
| { |
| "id": 28, |
| "type": "WanVideoDecode", |
| "pos": [ |
| 1688.0194091796875, |
| -647.6461791992188 |
| ], |
| "size": [ |
| 315, |
| 198 |
| ], |
| "flags": {}, |
| "order": 24, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "vae", |
| "type": "WANVAE", |
| "link": 43 |
| }, |
| { |
| "name": "samples", |
| "type": "LATENT", |
| "link": 33 |
| } |
| ], |
| "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": 65, |
| "type": "WanVideoClipVisionEncode", |
| "pos": [ |
| -176.9497833251953, |
| -167.4617462158203 |
| ], |
| "size": [ |
| 327.5999755859375, |
| 262 |
| ], |
| "flags": {}, |
| "order": 19, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "clip_vision", |
| "type": "CLIP_VISION", |
| "link": 70 |
| }, |
| { |
| "name": "image_1", |
| "type": "IMAGE", |
| "link": 85 |
| }, |
| { |
| "name": "image_2", |
| "shape": 7, |
| "type": "IMAGE", |
| "link": null |
| }, |
| { |
| "name": "negative_image", |
| "shape": 7, |
| "type": "IMAGE", |
| "link": null |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "image_embeds", |
| "type": "WANVIDIMAGE_CLIPEMBEDS", |
| "links": [ |
| 82 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", |
| "Node name for S&R": "WanVideoClipVisionEncode" |
| }, |
| "widgets_values": [ |
| 1, |
| 1, |
| "center", |
| "average", |
| true, |
| 0, |
| 0.20000000000000004 |
| ], |
| "color": "#233", |
| "bgcolor": "#355" |
| }, |
| { |
| "id": 58, |
| "type": "LoadImage", |
| "pos": [ |
| -650.719482421875, |
| 173.7036895751953 |
| ], |
| "size": [ |
| 413.10479736328125, |
| 498.3180847167969 |
| ], |
| "flags": {}, |
| "order": 6, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 84 |
| ] |
| }, |
| { |
| "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": 68, |
| "type": "ImageResizeKJv2", |
| "pos": [ |
| -153.1925811767578, |
| 172.66262817382812 |
| ], |
| "size": [ |
| 270, |
| 336 |
| ], |
| "flags": {}, |
| "order": 16, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "image", |
| "type": "IMAGE", |
| "link": 84 |
| }, |
| { |
| "name": "mask", |
| "shape": 7, |
| "type": "MASK", |
| "link": null |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 85, |
| 86 |
| ] |
| }, |
| { |
| "name": "width", |
| "type": "INT", |
| "links": [ |
| 87 |
| ] |
| }, |
| { |
| "name": "height", |
| "type": "INT", |
| "links": [ |
| 88 |
| ] |
| }, |
| { |
| "name": "mask", |
| "type": "MASK", |
| "links": null |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfyui-kjnodes", |
| "ver": "ad37ce656c13e9abea002b46e3a89be3dba32355", |
| "Node name for S&R": "ImageResizeKJv2" |
| }, |
| "widgets_values": [ |
| 624, |
| 624, |
| "lanczos", |
| "crop", |
| "0, 0, 0", |
| "center", |
| 16, |
| "cpu" |
| ] |
| }, |
| { |
| "id": 45, |
| "type": "WanVideoVRAMManagement", |
| "pos": [ |
| -206.39657592773438, |
| -531.3529663085938 |
| ], |
| "size": [ |
| 315, |
| 58 |
| ], |
| "flags": {}, |
| "order": 7, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "vram_management_args", |
| "type": "VRAM_MANAGEMENTARGS", |
| "links": [] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", |
| "Node name for S&R": "WanVideoVRAMManagement" |
| }, |
| "widgets_values": [ |
| 1 |
| ], |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 63, |
| "type": "WanVideoImageToVideoEncode", |
| "pos": [ |
| 312.583251953125, |
| -87.46442413330078 |
| ], |
| "size": [ |
| 352.79998779296875, |
| 390 |
| ], |
| "flags": {}, |
| "order": 22, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "vae", |
| "type": "WANVAE", |
| "link": 81 |
| }, |
| { |
| "name": "clip_embeds", |
| "shape": 7, |
| "type": "WANVIDIMAGE_CLIPEMBEDS", |
| "link": 82 |
| }, |
| { |
| "name": "start_image", |
| "shape": 7, |
| "type": "IMAGE", |
| "link": 86 |
| }, |
| { |
| "name": "end_image", |
| "shape": 7, |
| "type": "IMAGE", |
| "link": null |
| }, |
| { |
| "name": "control_embeds", |
| "shape": 7, |
| "type": "WANVIDIMAGE_EMBEDS", |
| "link": null |
| }, |
| { |
| "name": "temporal_mask", |
| "shape": 7, |
| "type": "MASK", |
| "link": null |
| }, |
| { |
| "name": "extra_latents", |
| "shape": 7, |
| "type": "LATENT", |
| "link": null |
| }, |
| { |
| "name": "add_cond_latents", |
| "shape": 7, |
| "type": "ADD_COND_LATENTS", |
| "link": null |
| }, |
| { |
| "name": "width", |
| "type": "INT", |
| "widget": { |
| "name": "width" |
| }, |
| "link": 87 |
| }, |
| { |
| "name": "height", |
| "type": "INT", |
| "widget": { |
| "name": "height" |
| }, |
| "link": 88 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "image_embeds", |
| "type": "WANVIDIMAGE_EMBEDS", |
| "links": [ |
| 66 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", |
| "Node name for S&R": "WanVideoImageToVideoEncode" |
| }, |
| "widgets_values": [ |
| 832, |
| 480, |
| 81, |
| 0.030000000000000006, |
| 1, |
| 1, |
| true, |
| false, |
| false |
| ], |
| "color": "#2a363b", |
| "bgcolor": "#3f5159" |
| }, |
| { |
| "id": 11, |
| "type": "LoadWanVideoT5TextEncoder", |
| "pos": [ |
| 172.5333709716797, |
| -444.4674987792969 |
| ], |
| "size": [ |
| 377.1661376953125, |
| 130 |
| ], |
| "flags": {}, |
| "order": 8, |
| "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": [ |
| 173.75848388671875, |
| -263.48968505859375 |
| ], |
| "size": [ |
| 372.7727966308594, |
| 82 |
| ], |
| "flags": {}, |
| "order": 9, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "vae", |
| "type": "WANVAE", |
| "slot_index": 0, |
| "links": [ |
| 43, |
| 81 |
| ] |
| } |
| ], |
| "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": 69, |
| "type": "WanVideoLoraSelect", |
| "pos": [ |
| -558.93408203125, |
| -405.2188415527344 |
| ], |
| "size": [ |
| 583.5029907226562, |
| 176 |
| ], |
| "flags": {}, |
| "order": 10, |
| "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": [ |
| 89 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "6b9565ed6307168c45770ec08517d7df65b61e3f", |
| "Node name for S&R": "WanVideoLoraSelect" |
| }, |
| "widgets_values": [ |
| "WanVideo\\Lightx2v\\lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", |
| 1, |
| false, |
| "<details><summary><b>Metadata</b></summary><table border='0' cellpadding='3'><tr><td colspan='2'><b>Metadata</b></td></tr><tr><td>No metadata found</td></tr></table></details>" |
| ] |
| }, |
| { |
| "id": 42, |
| "type": "Note", |
| "pos": [ |
| -580, |
| -760 |
| ], |
| "size": [ |
| 325.1150207519531, |
| 196.76773071289062 |
| ], |
| "flags": {}, |
| "order": 11, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "Adjust the blocks to swap based on your VRAM, this is a tradeoff between speed and memory usage.\n\nAlternatively there's option to use VRAM management introduced in DiffSynt-Studios. This is usually slower, but saves even more VRAM compared to BlockSwap\n\nFurther VRAM savings are from torch.compile or alternatively using the chunked rope option in the WanVideoSampler -node" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 44, |
| "type": "Note", |
| "pos": [ |
| -620.9041137695312, |
| -1049.732421875 |
| ], |
| "size": [ |
| 303.0501403808594, |
| 88 |
| ], |
| "flags": {}, |
| "order": 12, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "If you have Triton installed, connect this for ~30% speed increase and reduced peak VRAM usage" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 27, |
| "type": "WanVideoSampler", |
| "pos": [ |
| 1315.2401123046875, |
| -401.48028564453125 |
| ], |
| "size": [ |
| 315, |
| 927 |
| ], |
| "flags": {}, |
| "order": 23, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "link": 91 |
| }, |
| { |
| "name": "image_embeds", |
| "type": "WANVIDIMAGE_EMBEDS", |
| "link": 66 |
| }, |
| { |
| "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": [ |
| 33 |
| ] |
| }, |
| { |
| "name": "denoised_samples", |
| "type": "LATENT", |
| "links": null |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", |
| "Node name for S&R": "WanVideoSampler" |
| }, |
| "widgets_values": [ |
| 4, |
| 1, |
| 5, |
| 1057359483639287, |
| "fixed", |
| true, |
| "dpm++_sde", |
| 0, |
| 1, |
| "", |
| "comfy", |
| 0, |
| -1, |
| false |
| ] |
| }, |
| { |
| "id": 22, |
| "type": "WanVideoModelLoader", |
| "pos": [ |
| 150, |
| -780 |
| ], |
| "size": [ |
| 477.4410095214844, |
| 274 |
| ], |
| "flags": {}, |
| "order": 17, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "compile_args", |
| "shape": 7, |
| "type": "WANCOMPILEARGS", |
| "link": null |
| }, |
| { |
| "name": "block_swap_args", |
| "shape": 7, |
| "type": "BLOCKSWAPARGS", |
| "link": null |
| }, |
| { |
| "name": "lora", |
| "shape": 7, |
| "type": "WANVIDLORA", |
| "link": 89 |
| }, |
| { |
| "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": [ |
| 79, |
| 90 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", |
| "Node name for S&R": "WanVideoModelLoader" |
| }, |
| "widgets_values": [ |
| "WanVideo\\Wan2_1-I2V-14B-480P_fp8_e4m3fn.safetensors", |
| "fp16", |
| "fp8_e4m3fn", |
| "offload_device", |
| "sdpa" |
| ], |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 39, |
| "type": "WanVideoBlockSwap", |
| "pos": [ |
| 709.6087646484375, |
| -658.9224853515625 |
| ], |
| "size": [ |
| 315, |
| 154 |
| ], |
| "flags": {}, |
| "order": 13, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "block_swap_args", |
| "type": "BLOCKSWAPARGS", |
| "slot_index": 0, |
| "links": [ |
| 92 |
| ] |
| } |
| ], |
| "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": 70, |
| "type": "WanVideoSetBlockSwap", |
| "pos": [ |
| 823.8463134765625, |
| -766.5842895507812 |
| ], |
| "size": [ |
| 201.76815795898438, |
| 46 |
| ], |
| "flags": {}, |
| "order": 21, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "link": 90 |
| }, |
| { |
| "name": "block_swap_args", |
| "shape": 7, |
| "type": "BLOCKSWAPARGS", |
| "link": 92 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "links": [ |
| 91 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoSetBlockSwap" |
| }, |
| "color": "#223", |
| "bgcolor": "#335" |
| } |
| ], |
| "links": [ |
| [ |
| 15, |
| 11, |
| 0, |
| 16, |
| 0, |
| "WANTEXTENCODER" |
| ], |
| [ |
| 30, |
| 16, |
| 0, |
| 27, |
| 2, |
| "WANVIDEOTEXTEMBEDS" |
| ], |
| [ |
| 33, |
| 27, |
| 0, |
| 28, |
| 1, |
| "LATENT" |
| ], |
| [ |
| 36, |
| 28, |
| 0, |
| 30, |
| 0, |
| "IMAGE" |
| ], |
| [ |
| 43, |
| 38, |
| 0, |
| 28, |
| 0, |
| "VAE" |
| ], |
| [ |
| 52, |
| 48, |
| 0, |
| 49, |
| 0, |
| "CLIP" |
| ], |
| [ |
| 53, |
| 48, |
| 0, |
| 50, |
| 0, |
| "CLIP" |
| ], |
| [ |
| 54, |
| 49, |
| 0, |
| 46, |
| 0, |
| "CONDITIONING" |
| ], |
| [ |
| 55, |
| 50, |
| 0, |
| 46, |
| 1, |
| "CONDITIONING" |
| ], |
| [ |
| 66, |
| 63, |
| 0, |
| 27, |
| 1, |
| "WANVIDIMAGE_EMBEDS" |
| ], |
| [ |
| 70, |
| 59, |
| 0, |
| 65, |
| 0, |
| "CLIP_VISION" |
| ], |
| [ |
| 79, |
| 22, |
| 0, |
| 16, |
| 1, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 81, |
| 38, |
| 0, |
| 63, |
| 0, |
| "WANVAE" |
| ], |
| [ |
| 82, |
| 65, |
| 0, |
| 63, |
| 1, |
| "WANVIDIMAGE_CLIPEMBEDS" |
| ], |
| [ |
| 84, |
| 58, |
| 0, |
| 68, |
| 0, |
| "IMAGE" |
| ], |
| [ |
| 85, |
| 68, |
| 0, |
| 65, |
| 1, |
| "IMAGE" |
| ], |
| [ |
| 86, |
| 68, |
| 0, |
| 63, |
| 2, |
| "IMAGE" |
| ], |
| [ |
| 87, |
| 68, |
| 1, |
| 63, |
| 8, |
| "INT" |
| ], |
| [ |
| 88, |
| 68, |
| 2, |
| 63, |
| 9, |
| "INT" |
| ], |
| [ |
| 89, |
| 69, |
| 0, |
| 22, |
| 2, |
| "WANVIDLORA" |
| ], |
| [ |
| 90, |
| 22, |
| 0, |
| 70, |
| 0, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 91, |
| 70, |
| 0, |
| 27, |
| 0, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 92, |
| 39, |
| 0, |
| 70, |
| 1, |
| "BLOCKSWAPARGS" |
| ] |
| ], |
| "groups": [ |
| { |
| "id": 1, |
| "title": "ComfyUI text encoding alternative", |
| "bounding": [ |
| 46.93235778808594, |
| 518.1659545898438, |
| 1210.621337890625, |
| 805.9080810546875 |
| ], |
| "color": "#3f789e", |
| "font_size": 24, |
| "flags": {} |
| } |
| ], |
| "config": {}, |
| "extra": { |
| "ds": { |
| "scale": 0.672749994932602, |
| "offset": [ |
| 922.2210318446557, |
| 1106.9784252276236 |
| ] |
| }, |
| "frontendVersion": "1.25.1", |
| "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 |
| }, |
| "version": 0.4 |
| } |
