| { | |
| "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 | |
| } |