| { | |
| "id": "206247b6-9fec-4ed2-8927-e4f388c674d4", | |
| "revision": 0, | |
| "last_node_id": 95, | |
| "last_link_id": 125, | |
| "nodes": [ | |
| { | |
| "id": 46, | |
| "type": "WanVideoTextEmbedBridge", | |
| "pos": [ | |
| 1303.4276123046875, | |
| 1086.20947265625 | |
| ], | |
| "size": [ | |
| 315, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 31, | |
| "mode": 2, | |
| "inputs": [ | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 54 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 55 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "text_embeds", | |
| "type": "WANVIDEOTEXTEMBEDS", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoTextEmbedBridge" | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 50, | |
| "type": "CLIPTextEncode", | |
| "pos": [ | |
| 853.4276123046875, | |
| 1346.2091064453125 | |
| ], | |
| "size": [ | |
| 400, | |
| 200 | |
| ], | |
| "flags": {}, | |
| "order": 27, | |
| "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": [ | |
| 493.4272766113281, | |
| 1096.20947265625 | |
| ], | |
| "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": [ | |
| 853.4276123046875, | |
| 1096.20947265625 | |
| ], | |
| "size": [ | |
| 400, | |
| 200 | |
| ], | |
| "flags": {}, | |
| "order": 26, | |
| "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": 42, | |
| "type": "Note", | |
| "pos": [ | |
| -990, | |
| -1030 | |
| ], | |
| "size": [ | |
| 314.96246337890625, | |
| 152.77333068847656 | |
| ], | |
| "flags": {}, | |
| "order": 1, | |
| "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" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 45, | |
| "type": "WanVideoVRAMManagement", | |
| "pos": [ | |
| -620, | |
| -850 | |
| ], | |
| "size": [ | |
| 315, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 2, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "vram_management_args", | |
| "type": "VRAM_MANAGEMENTARGS", | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoVRAMManagement" | |
| }, | |
| "widgets_values": [ | |
| 1 | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 33, | |
| "type": "Note", | |
| "pos": [ | |
| -240, | |
| -1420 | |
| ], | |
| "size": [ | |
| 359.0753479003906, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 3, | |
| "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": [ | |
| 523.4271850585938, | |
| 926.2090454101562 | |
| ], | |
| "size": [ | |
| 253.16725158691406, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 4, | |
| "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": 44, | |
| "type": "Note", | |
| "pos": [ | |
| -1030, | |
| -1320 | |
| ], | |
| "size": [ | |
| 303.0501403808594, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 5, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
| "widgets_values": [ | |
| "If you have Triton installed, connect this for ~30% speed increase" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 39, | |
| "type": "WanVideoBlockSwap", | |
| "pos": [ | |
| -620, | |
| -1030 | |
| ], | |
| "size": [ | |
| 315, | |
| 154 | |
| ], | |
| "flags": {}, | |
| "order": 6, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "block_swap_args", | |
| "type": "BLOCKSWAPARGS", | |
| "slot_index": 0, | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoBlockSwap" | |
| }, | |
| "widgets_values": [ | |
| 10, | |
| false, | |
| false, | |
| true, | |
| 0 | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 35, | |
| "type": "WanVideoTorchCompileSettings", | |
| "pos": [ | |
| -690, | |
| -1320 | |
| ], | |
| "size": [ | |
| 390.5999755859375, | |
| 202 | |
| ], | |
| "flags": {}, | |
| "order": 7, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "torch_compile_args", | |
| "type": "WANCOMPILEARGS", | |
| "slot_index": 0, | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoTorchCompileSettings" | |
| }, | |
| "widgets_values": [ | |
| "inductor", | |
| false, | |
| "default", | |
| false, | |
| 64, | |
| true, | |
| 128 | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 53, | |
| "type": "Note", | |
| "pos": [ | |
| 1301.80224609375, | |
| -1006.259765625 | |
| ], | |
| "size": [ | |
| 324.64129638671875, | |
| 159.47401428222656 | |
| ], | |
| "flags": {}, | |
| "order": 8, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
| "widgets_values": [ | |
| "The relative l1 threshold -value determines how aggressive this is, higher values are faster but quality suffers more. Very first steps should NEVER be skipped with this model or it kills the motion. When using the pre-calculated coefficients, the treshold value should be much higher than with the default coefficients." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 36, | |
| "type": "Note", | |
| "pos": [ | |
| -250, | |
| -1280 | |
| ], | |
| "size": [ | |
| 374.3061828613281, | |
| 171.9547576904297 | |
| ], | |
| "flags": {}, | |
| "order": 9, | |
| "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": 59, | |
| "type": "CLIPVisionLoader", | |
| "pos": [ | |
| -1630.4998779296875, | |
| -351.5981750488281 | |
| ], | |
| "size": [ | |
| 315, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 10, | |
| "mode": 2, | |
| "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": 73, | |
| "type": "DownloadAndLoadDepthAnythingV2Model", | |
| "pos": [ | |
| -1240, | |
| 770 | |
| ], | |
| "size": [ | |
| 441, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 11, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "da_v2_model", | |
| "type": "DAMODEL", | |
| "links": [ | |
| 82 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-depthanythingv2", | |
| "ver": "003d7b44bafd3a8a4c3693a9ca3ddcd72f4883ab", | |
| "Node name for S&R": "DownloadAndLoadDepthAnythingV2Model" | |
| }, | |
| "widgets_values": [ | |
| "depth_anything_v2_vitl_fp16.safetensors" | |
| ] | |
| }, | |
| { | |
| "id": 69, | |
| "type": "WanVideoEmptyEmbeds", | |
| "pos": [ | |
| 367.8289794921875, | |
| 179.7726287841797 | |
| ], | |
| "size": [ | |
| 342.5999755859375, | |
| 106 | |
| ], | |
| "flags": {}, | |
| "order": 40, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "control_embeds", | |
| "shape": 7, | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "link": 92 | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 94 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 95 | |
| }, | |
| { | |
| "name": "num_frames", | |
| "type": "INT", | |
| "widget": { | |
| "name": "num_frames" | |
| }, | |
| "link": 96 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image_embeds", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [ | |
| 99 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc", | |
| "Node name for S&R": "WanVideoEmptyEmbeds" | |
| }, | |
| "widgets_values": [ | |
| 832, | |
| 480, | |
| 81 | |
| ] | |
| }, | |
| { | |
| "id": 71, | |
| "type": "VHS_LoadVideo", | |
| "pos": [ | |
| -1732.427490234375, | |
| 765.5895385742188 | |
| ], | |
| "size": [ | |
| 346.55084228515625, | |
| 650.5508422851562 | |
| ], | |
| "flags": {}, | |
| "order": 12, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "meta_batch", | |
| "shape": 7, | |
| "type": "VHS_BatchManager", | |
| "link": null | |
| }, | |
| { | |
| "name": "vae", | |
| "shape": 7, | |
| "type": "VAE", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 84 | |
| ] | |
| }, | |
| { | |
| "name": "frame_count", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "name": "audio", | |
| "type": "AUDIO", | |
| "links": null | |
| }, | |
| { | |
| "name": "video_info", | |
| "type": "VHS_VIDEOINFO", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-videohelpersuite", | |
| "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", | |
| "Node name for S&R": "VHS_LoadVideo" | |
| }, | |
| "widgets_values": { | |
| "video": "wolf_interpolated.mp4", | |
| "force_rate": 0, | |
| "custom_width": 0, | |
| "custom_height": 0, | |
| "frame_load_cap": 0, | |
| "skip_first_frames": 0, | |
| "select_every_nth": 1, | |
| "format": "AnimateDiff", | |
| "choose video to upload": "image", | |
| "videopreview": { | |
| "hidden": false, | |
| "paused": false, | |
| "params": { | |
| "filename": "wolf_interpolated.mp4", | |
| "type": "input", | |
| "format": "video/mp4", | |
| "force_rate": 0, | |
| "custom_width": 0, | |
| "custom_height": 0, | |
| "frame_load_cap": 0, | |
| "skip_first_frames": 0, | |
| "select_every_nth": 1 | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "id": 74, | |
| "type": "Note", | |
| "pos": [ | |
| -771.98193359375, | |
| 759.1901245117188 | |
| ], | |
| "size": [ | |
| 219.9899444580078, | |
| 149.21942138671875 | |
| ], | |
| "flags": {}, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
| "widgets_values": [ | |
| "Use any preprocessor you want here, depth is just an example" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 77, | |
| "type": "WanVideoEncode", | |
| "pos": [ | |
| -76.66918182373047, | |
| 835.0452880859375 | |
| ], | |
| "size": [ | |
| 315, | |
| 242 | |
| ], | |
| "flags": {}, | |
| "order": 35, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "link": 104 | |
| }, | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 90 | |
| }, | |
| { | |
| "name": "mask", | |
| "shape": 7, | |
| "type": "MASK", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "links": [ | |
| 91 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc", | |
| "Node name for S&R": "WanVideoEncode" | |
| }, | |
| "widgets_values": [ | |
| false, | |
| 272, | |
| 272, | |
| 144, | |
| 128, | |
| 0, | |
| 1 | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 84, | |
| "type": "GetNode", | |
| "pos": [ | |
| -214.50640869140625, | |
| 912.1173706054688 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 14, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "links": [ | |
| 104 | |
| ] | |
| } | |
| ], | |
| "title": "Get_VAE", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 85, | |
| "type": "GetNode", | |
| "pos": [ | |
| -797.9415893554688, | |
| -324.1277770996094 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 15, | |
| "mode": 2, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "links": [ | |
| 123 | |
| ] | |
| } | |
| ], | |
| "title": "Get_VAE", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 52, | |
| "type": "WanVideoTeaCache", | |
| "pos": [ | |
| 1307.6705322265625, | |
| -787.4303588867188 | |
| ], | |
| "size": [ | |
| 315, | |
| 178 | |
| ], | |
| "flags": {}, | |
| "order": 16, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "cache_args", | |
| "type": "CACHEARGS", | |
| "links": [ | |
| 56 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoTeaCache" | |
| }, | |
| "widgets_values": [ | |
| 0.08000000000000002, | |
| 1, | |
| -1, | |
| "offload_device", | |
| "true", | |
| "e" | |
| ] | |
| }, | |
| { | |
| "id": 22, | |
| "type": "WanVideoModelLoader", | |
| "pos": [ | |
| -260, | |
| -1050 | |
| ], | |
| "size": [ | |
| 477.4410095214844, | |
| 234 | |
| ], | |
| "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": null | |
| }, | |
| { | |
| "name": "vram_management_args", | |
| "shape": 7, | |
| "type": "VRAM_MANAGEMENTARGS", | |
| "link": null | |
| }, | |
| { | |
| "name": "vace_model", | |
| "shape": 7, | |
| "type": "VACEPATH", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "model", | |
| "type": "WANVIDEOMODEL", | |
| "slot_index": 0, | |
| "links": [ | |
| 29, | |
| 79 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoModelLoader" | |
| }, | |
| "widgets_values": [ | |
| "WanVideo\\wan2.1_fun_control_1.3B_bf16.safetensors", | |
| "bf16", | |
| "disabled", | |
| "offload_device", | |
| "sdpa" | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 11, | |
| "type": "LoadWanVideoT5TextEncoder", | |
| "pos": [ | |
| -153.58168029785156, | |
| -752.5652465820312 | |
| ], | |
| "size": [ | |
| 377.1661376953125, | |
| 130 | |
| ], | |
| "flags": {}, | |
| "order": 18, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "wan_t5_model", | |
| "type": "WANTEXTENCODER", | |
| "slot_index": 0, | |
| "links": [ | |
| 15 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "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": [ | |
| -140.5011749267578, | |
| -566.3262939453125 | |
| ], | |
| "size": [ | |
| 372.7727966308594, | |
| 82 | |
| ], | |
| "flags": {}, | |
| "order": 19, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "slot_index": 0, | |
| "links": [ | |
| 103 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoVAELoader" | |
| }, | |
| "widgets_values": [ | |
| "wanvideo\\Wan2_1_VAE_bf16.safetensors", | |
| "bf16" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 83, | |
| "type": "SetNode", | |
| "pos": [ | |
| 267.4593505859375, | |
| -535.8521728515625 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 30, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "link": 103 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_VAE", | |
| "properties": { | |
| "previousName": "VAE" | |
| }, | |
| "widgets_values": [ | |
| "VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 75, | |
| "type": "ImageResizeKJ", | |
| "pos": [ | |
| -1339.45751953125, | |
| 1036.936767578125 | |
| ], | |
| "size": [ | |
| 315, | |
| 266 | |
| ], | |
| "flags": {}, | |
| "order": 28, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 84 | |
| }, | |
| { | |
| "name": "get_image_size", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": null | |
| }, | |
| { | |
| "name": "width_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "width_input" | |
| }, | |
| "link": null | |
| }, | |
| { | |
| "name": "height_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "height_input" | |
| }, | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 85 | |
| ] | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "links": [] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "ImageResizeKJ" | |
| }, | |
| "widgets_values": [ | |
| 640, | |
| 640, | |
| "lanczos", | |
| false, | |
| 16, | |
| 0, | |
| 0, | |
| "disabled" | |
| ] | |
| }, | |
| { | |
| "id": 72, | |
| "type": "DepthAnything_V2", | |
| "pos": [ | |
| -1045.31494140625, | |
| 883.784423828125 | |
| ], | |
| "size": [ | |
| 214.20001220703125, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 32, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "da_model", | |
| "type": "DAMODEL", | |
| "link": 82 | |
| }, | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 85 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 89, | |
| 108 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-depthanythingv2", | |
| "ver": "003d7b44bafd3a8a4c3693a9ca3ddcd72f4883ab", | |
| "Node name for S&R": "DepthAnything_V2" | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 88, | |
| "type": "SetNode", | |
| "pos": [ | |
| -856.447509765625, | |
| 1058.3988037109375 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 34, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "link": 108 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 109 | |
| ] | |
| } | |
| ], | |
| "title": "Set_ControlSignal", | |
| "properties": { | |
| "previousName": "ControlSignal" | |
| }, | |
| "widgets_values": [ | |
| "ControlSignal" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 82, | |
| "type": "VHS_VideoCombine", | |
| "pos": [ | |
| -654.1227416992188, | |
| 1025.888671875 | |
| ], | |
| "size": [ | |
| 309.3501892089844, | |
| 334 | |
| ], | |
| "flags": {}, | |
| "order": 37, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 109 | |
| }, | |
| { | |
| "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": "control", | |
| "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": "control_00001.mp4", | |
| "subfolder": "", | |
| "type": "temp", | |
| "format": "video/h264-mp4", | |
| "frame_rate": 16, | |
| "workflow": "control_00001.png", | |
| "fullpath": "N:\\AI\\ComfyUI\\temp\\control_00001.mp4" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "id": 89, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1738.6708984375, | |
| -343.6011657714844 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 20, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 112 | |
| ] | |
| } | |
| ], | |
| "title": "Get_ControlSignal", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "ControlSignal" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 87, | |
| "type": "ImageConcatMulti", | |
| "pos": [ | |
| 1735.2471923828125, | |
| -292.62054443359375 | |
| ], | |
| "size": [ | |
| 315, | |
| 150 | |
| ], | |
| "flags": {}, | |
| "order": 46, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image_1", | |
| "type": "IMAGE", | |
| "link": 112 | |
| }, | |
| { | |
| "name": "image_2", | |
| "type": "IMAGE", | |
| "link": 111 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 113 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028" | |
| }, | |
| "widgets_values": [ | |
| 2, | |
| "right", | |
| false, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 28, | |
| "type": "WanVideoDecode", | |
| "pos": [ | |
| 1745.494873046875, | |
| -597.1070556640625 | |
| ], | |
| "size": [ | |
| 315, | |
| 174 | |
| ], | |
| "flags": {}, | |
| "order": 45, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "link": 106 | |
| }, | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 33 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "slot_index": 0, | |
| "links": [ | |
| 111 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoDecode" | |
| }, | |
| "widgets_values": [ | |
| false, | |
| 272, | |
| 272, | |
| 144, | |
| 128 | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 86, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1757.5093994140625, | |
| -644.2652587890625 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 21, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "links": [ | |
| 106 | |
| ] | |
| } | |
| ], | |
| "title": "Get_VAE", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 30, | |
| "type": "VHS_VideoCombine", | |
| "pos": [ | |
| 2127.332275390625, | |
| -314.9173583984375 | |
| ], | |
| "size": [ | |
| 1245.8460693359375, | |
| 960.9230346679688 | |
| ], | |
| "flags": {}, | |
| "order": 47, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 113 | |
| }, | |
| { | |
| "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_FunControl", | |
| "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_FunControl_00013.mp4", | |
| "subfolder": "", | |
| "type": "output", | |
| "format": "video/h264-mp4", | |
| "frame_rate": 16, | |
| "workflow": "WanVideoWrapper_FunControl_00013.png", | |
| "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideoWrapper_FunControl_00013.mp4" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "id": 90, | |
| "type": "WanVideoExperimentalArgs", | |
| "pos": [ | |
| 947.8186645507812, | |
| 317.6713562011719 | |
| ], | |
| "size": [ | |
| 327.5999755859375, | |
| 130 | |
| ], | |
| "flags": {}, | |
| "order": 22, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "exp_args", | |
| "type": "EXPERIMENTALARGS", | |
| "links": [ | |
| 114 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc", | |
| "Node name for S&R": "WanVideoExperimentalArgs" | |
| }, | |
| "widgets_values": [ | |
| "", | |
| true, | |
| false, | |
| 0 | |
| ] | |
| }, | |
| { | |
| "id": 58, | |
| "type": "LoadImage", | |
| "pos": [ | |
| -1670.4998779296875, | |
| -141.59849548339844 | |
| ], | |
| "size": [ | |
| 413.10479736328125, | |
| 498.3180847167969 | |
| ], | |
| "flags": {}, | |
| "order": 23, | |
| "mode": 2, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 72 | |
| ] | |
| }, | |
| { | |
| "name": "MASK", | |
| "type": "MASK", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.26", | |
| "Node name for S&R": "LoadImage" | |
| }, | |
| "widgets_values": [ | |
| "pasted/image (758).png", | |
| "image", | |
| "" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 76, | |
| "type": "GetImageSizeAndCount", | |
| "pos": [ | |
| -528.3760986328125, | |
| 670.5289306640625 | |
| ], | |
| "size": [ | |
| 277.20001220703125, | |
| 86 | |
| ], | |
| "flags": {}, | |
| "order": 33, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 89 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 90 | |
| ] | |
| }, | |
| { | |
| "label": "640 width", | |
| "name": "width", | |
| "type": "INT", | |
| "links": [ | |
| 94, | |
| 97 | |
| ] | |
| }, | |
| { | |
| "label": "640 height", | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 95, | |
| 98 | |
| ] | |
| }, | |
| { | |
| "label": "53 count", | |
| "name": "count", | |
| "type": "INT", | |
| "links": [ | |
| 96, | |
| 120 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "GetImageSizeAndCount" | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 78, | |
| "type": "WanVideoControlEmbeds", | |
| "pos": [ | |
| -79.64204406738281, | |
| 690 | |
| ], | |
| "size": [ | |
| 315, | |
| 82 | |
| ], | |
| "flags": {}, | |
| "order": 38, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "latents", | |
| "type": "LATENT", | |
| "link": 91 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image_embeds", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [ | |
| 92, | |
| 125 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d5085d4e879b5c9d56e39f57e656255ce72e81fc", | |
| "Node name for S&R": "WanVideoControlEmbeds" | |
| }, | |
| "widgets_values": [ | |
| 0, | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 27, | |
| "type": "WanVideoSampler", | |
| "pos": [ | |
| 1315.2401123046875, | |
| -401.48028564453125 | |
| ], | |
| "size": [ | |
| 357.6112060546875, | |
| 849.6112060546875 | |
| ], | |
| "flags": {}, | |
| "order": 44, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "model", | |
| "type": "WANVIDEOMODEL", | |
| "link": 29 | |
| }, | |
| { | |
| "name": "text_embeds", | |
| "type": "WANVIDEOTEXTEMBEDS", | |
| "link": 30 | |
| }, | |
| { | |
| "name": "image_embeds", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "link": 121 | |
| }, | |
| { | |
| "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": 56 | |
| }, | |
| { | |
| "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": 114 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "slot_index": 0, | |
| "links": [ | |
| 33 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoSampler" | |
| }, | |
| "widgets_values": [ | |
| 25, | |
| 6, | |
| 5, | |
| 42, | |
| "fixed", | |
| true, | |
| "unipc", | |
| 0, | |
| 1, | |
| "", | |
| "comfy" | |
| ] | |
| }, | |
| { | |
| "id": 16, | |
| "type": "WanVideoTextEncode", | |
| "pos": [ | |
| 706.5767822265625, | |
| -377.3152160644531 | |
| ], | |
| "size": [ | |
| 420.30511474609375, | |
| 261.5306701660156 | |
| ], | |
| "flags": {}, | |
| "order": 29, | |
| "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": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "high quality nature video of a red fox in an autumnal forest, there's a waterfall in the background", | |
| "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 | |
| ], | |
| "color": "#332922", | |
| "bgcolor": "#593930" | |
| }, | |
| { | |
| "id": 68, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| 163.63636779785156, | |
| -1315.7574462890625 | |
| ], | |
| "size": [ | |
| 352.2259521484375, | |
| 186.99449157714844 | |
| ], | |
| "flags": {}, | |
| "order": 24, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Model download links", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "1.3B BF16:\n\n[https://huggingface.co/alibaba-pai/Wan2.1-Fun-1.3B-Control/blob/main/diffusion_pytorch_model.safetensors](https://huggingface.co/alibaba-pai/Wan2.1-Fun-1.3B-Control/blob/main/diffusion_pytorch_model.safetensors)\n\n14B BF16:\n\n[https://huggingface.co/alibaba-pai/Wan2.1-Fun-14B-Control/blob/main/diffusion_pytorch_model.safetensors](https://huggingface.co/alibaba-pai/Wan2.1-Fun-14B-Control/blob/main/diffusion_pytorch_model.safetensors)\n\n14B FP8:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2.1-Fun-Control-14B_fp8_e4m3fn.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2.1-Fun-Control-14B_fp8_e4m3fn.safetensors)" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 65, | |
| "type": "WanVideoClipVisionEncode", | |
| "pos": [ | |
| -1200.4986572265625, | |
| -431.59814453125 | |
| ], | |
| "size": [ | |
| 327.5999755859375, | |
| 262 | |
| ], | |
| "flags": {}, | |
| "order": 39, | |
| "mode": 2, | |
| "inputs": [ | |
| { | |
| "name": "clip_vision", | |
| "type": "CLIP_VISION", | |
| "link": 70 | |
| }, | |
| { | |
| "name": "image_1", | |
| "type": "IMAGE", | |
| "link": 73 | |
| }, | |
| { | |
| "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": [ | |
| 122 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoClipVisionEncode" | |
| }, | |
| "widgets_values": [ | |
| 1, | |
| 1, | |
| "center", | |
| "average", | |
| true, | |
| 0, | |
| 0.20000000000000004 | |
| ], | |
| "color": "#233", | |
| "bgcolor": "#355" | |
| }, | |
| { | |
| "id": 66, | |
| "type": "ImageResizeKJ", | |
| "pos": [ | |
| -1190.589111328125, | |
| -70.7883529663086 | |
| ], | |
| "size": [ | |
| 315, | |
| 266 | |
| ], | |
| "flags": {}, | |
| "order": 36, | |
| "mode": 2, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 72 | |
| }, | |
| { | |
| "name": "get_image_size", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": null | |
| }, | |
| { | |
| "name": "width_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "width_input" | |
| }, | |
| "link": null | |
| }, | |
| { | |
| "name": "height_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "height_input" | |
| }, | |
| "link": null | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 97 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 98 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 73, | |
| 124 | |
| ] | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "links": [ | |
| 75 | |
| ] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 76 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "ImageResizeKJ" | |
| }, | |
| "widgets_values": [ | |
| 624, | |
| 624, | |
| "lanczos", | |
| false, | |
| 16, | |
| 0, | |
| 0, | |
| "center" | |
| ] | |
| }, | |
| { | |
| "id": 79, | |
| "type": "Reroute", | |
| "pos": [ | |
| 916.9335327148438, | |
| 39.80095291137695 | |
| ], | |
| "size": [ | |
| 75, | |
| 26 | |
| ], | |
| "flags": {}, | |
| "order": 42, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "", | |
| "type": "*", | |
| "link": 99 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [ | |
| 121 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "showOutputText": false, | |
| "horizontal": false | |
| } | |
| }, | |
| { | |
| "id": 81, | |
| "type": "Note", | |
| "pos": [ | |
| 562.2122802734375, | |
| 14.483749389648438 | |
| ], | |
| "size": [ | |
| 255.5326690673828, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 25, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
| "widgets_values": [ | |
| "Use empty embeds when doing just text to video with control, otherwise connect the image embeds from the image encoder to the sampler" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 80, | |
| "type": "Reroute", | |
| "pos": [ | |
| 834.6790161132812, | |
| -45.101322174072266 | |
| ], | |
| "size": [ | |
| 75, | |
| 26 | |
| ], | |
| "flags": {}, | |
| "order": 43, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "", | |
| "type": "*", | |
| "link": 100 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "showOutputText": false, | |
| "horizontal": false | |
| } | |
| }, | |
| { | |
| "id": 63, | |
| "type": "WanVideoImageToVideoEncode", | |
| "pos": [ | |
| -800.4992065429688, | |
| -261.5985107421875 | |
| ], | |
| "size": [ | |
| 352.79998779296875, | |
| 398 | |
| ], | |
| "flags": {}, | |
| "order": 41, | |
| "mode": 2, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "link": 123 | |
| }, | |
| { | |
| "name": "clip_embeds", | |
| "type": "WANVIDIMAGE_CLIPEMBEDS", | |
| "link": 122 | |
| }, | |
| { | |
| "name": "start_image", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": 124 | |
| }, | |
| { | |
| "name": "end_image", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": null | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 75 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 76 | |
| }, | |
| { | |
| "name": "extra_latents", | |
| "shape": 7, | |
| "type": "LATENT", | |
| "link": null | |
| }, | |
| { | |
| "name": "num_frames", | |
| "type": "INT", | |
| "widget": { | |
| "name": "num_frames" | |
| }, | |
| "link": 120 | |
| }, | |
| { | |
| "name": "temporal_mask", | |
| "shape": 7, | |
| "type": "MASK", | |
| "link": null | |
| }, | |
| { | |
| "name": "control_embeds", | |
| "shape": 7, | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "link": 125 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image_embeds", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [ | |
| 100 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d20baf00247fd06553fdc9253e18732244e54172", | |
| "Node name for S&R": "WanVideoImageToVideoEncode" | |
| }, | |
| "widgets_values": [ | |
| 832, | |
| 480, | |
| 81, | |
| 0.030000000000000006, | |
| 1, | |
| 1, | |
| true, | |
| true | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| } | |
| ], | |
| "links": [ | |
| [ | |
| 15, | |
| 11, | |
| 0, | |
| 16, | |
| 0, | |
| "WANTEXTENCODER" | |
| ], | |
| [ | |
| 29, | |
| 22, | |
| 0, | |
| 27, | |
| 0, | |
| "WANVIDEOMODEL" | |
| ], | |
| [ | |
| 30, | |
| 16, | |
| 0, | |
| 27, | |
| 1, | |
| "WANVIDEOTEXTEMBEDS" | |
| ], | |
| [ | |
| 33, | |
| 27, | |
| 0, | |
| 28, | |
| 1, | |
| "LATENT" | |
| ], | |
| [ | |
| 52, | |
| 48, | |
| 0, | |
| 49, | |
| 0, | |
| "CLIP" | |
| ], | |
| [ | |
| 53, | |
| 48, | |
| 0, | |
| 50, | |
| 0, | |
| "CLIP" | |
| ], | |
| [ | |
| 54, | |
| 49, | |
| 0, | |
| 46, | |
| 0, | |
| "CONDITIONING" | |
| ], | |
| [ | |
| 55, | |
| 50, | |
| 0, | |
| 46, | |
| 1, | |
| "CONDITIONING" | |
| ], | |
| [ | |
| 56, | |
| 52, | |
| 0, | |
| 27, | |
| 6, | |
| "TEACACHEARGS" | |
| ], | |
| [ | |
| 70, | |
| 59, | |
| 0, | |
| 65, | |
| 0, | |
| "CLIP_VISION" | |
| ], | |
| [ | |
| 72, | |
| 58, | |
| 0, | |
| 66, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 73, | |
| 66, | |
| 0, | |
| 65, | |
| 1, | |
| "IMAGE" | |
| ], | |
| [ | |
| 75, | |
| 66, | |
| 1, | |
| 63, | |
| 4, | |
| "INT" | |
| ], | |
| [ | |
| 76, | |
| 66, | |
| 2, | |
| 63, | |
| 5, | |
| "INT" | |
| ], | |
| [ | |
| 79, | |
| 22, | |
| 0, | |
| 16, | |
| 1, | |
| "WANVIDEOMODEL" | |
| ], | |
| [ | |
| 82, | |
| 73, | |
| 0, | |
| 72, | |
| 0, | |
| "DAMODEL" | |
| ], | |
| [ | |
| 84, | |
| 71, | |
| 0, | |
| 75, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 85, | |
| 75, | |
| 0, | |
| 72, | |
| 1, | |
| "IMAGE" | |
| ], | |
| [ | |
| 89, | |
| 72, | |
| 0, | |
| 76, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 90, | |
| 76, | |
| 0, | |
| 77, | |
| 1, | |
| "IMAGE" | |
| ], | |
| [ | |
| 91, | |
| 77, | |
| 0, | |
| 78, | |
| 0, | |
| "LATENT" | |
| ], | |
| [ | |
| 92, | |
| 78, | |
| 0, | |
| 69, | |
| 0, | |
| "WANVIDIMAGE_EMBEDS" | |
| ], | |
| [ | |
| 94, | |
| 76, | |
| 1, | |
| 69, | |
| 1, | |
| "INT" | |
| ], | |
| [ | |
| 95, | |
| 76, | |
| 2, | |
| 69, | |
| 2, | |
| "INT" | |
| ], | |
| [ | |
| 96, | |
| 76, | |
| 3, | |
| 69, | |
| 3, | |
| "INT" | |
| ], | |
| [ | |
| 97, | |
| 76, | |
| 1, | |
| 66, | |
| 4, | |
| "INT" | |
| ], | |
| [ | |
| 98, | |
| 76, | |
| 2, | |
| 66, | |
| 5, | |
| "INT" | |
| ], | |
| [ | |
| 99, | |
| 69, | |
| 0, | |
| 79, | |
| 0, | |
| "*" | |
| ], | |
| [ | |
| 100, | |
| 63, | |
| 0, | |
| 80, | |
| 0, | |
| "*" | |
| ], | |
| [ | |
| 103, | |
| 38, | |
| 0, | |
| 83, | |
| 0, | |
| "*" | |
| ], | |
| [ | |
| 104, | |
| 84, | |
| 0, | |
| 77, | |
| 0, | |
| "WANVAE" | |
| ], | |
| [ | |
| 106, | |
| 86, | |
| 0, | |
| 28, | |
| 0, | |
| "WANVAE" | |
| ], | |
| [ | |
| 108, | |
| 72, | |
| 0, | |
| 88, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 109, | |
| 88, | |
| 0, | |
| 82, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 111, | |
| 28, | |
| 0, | |
| 87, | |
| 1, | |
| "IMAGE" | |
| ], | |
| [ | |
| 112, | |
| 89, | |
| 0, | |
| 87, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 113, | |
| 87, | |
| 0, | |
| 30, | |
| 0, | |
| "IMAGE" | |
| ], | |
| [ | |
| 114, | |
| 90, | |
| 0, | |
| 27, | |
| 10, | |
| "EXPERIMENTALARGS" | |
| ], | |
| [ | |
| 120, | |
| 76, | |
| 3, | |
| 63, | |
| 7, | |
| "INT" | |
| ], | |
| [ | |
| 121, | |
| 79, | |
| 0, | |
| 27, | |
| 2, | |
| "WANVIDIMAGE_EMBEDS" | |
| ], | |
| [ | |
| 122, | |
| 65, | |
| 0, | |
| 63, | |
| 1, | |
| "WANVIDIMAGE_CLIPEMBEDS" | |
| ], | |
| [ | |
| 123, | |
| 85, | |
| 0, | |
| 63, | |
| 0, | |
| "WANVAE" | |
| ], | |
| [ | |
| 124, | |
| 66, | |
| 0, | |
| 63, | |
| 2, | |
| "IMAGE" | |
| ], | |
| [ | |
| 125, | |
| 78, | |
| 0, | |
| 63, | |
| 9, | |
| "WANVIDIMAGE_EMBEDS" | |
| ] | |
| ], | |
| "groups": [ | |
| { | |
| "id": 1, | |
| "title": "ComfyUI text encoding alternative", | |
| "bounding": [ | |
| 430.61114501953125, | |
| 782.2755126953125, | |
| 1210.621337890625, | |
| 805.9080810546875 | |
| ], | |
| "color": "#3f789e", | |
| "font_size": 24, | |
| "flags": {} | |
| }, | |
| { | |
| "id": 2, | |
| "title": "Reference image", | |
| "bounding": [ | |
| -1762.3848876953125, | |
| -569.3446655273438, | |
| 1364.3648681640625, | |
| 982.508544921875 | |
| ], | |
| "color": "#3f789e", | |
| "font_size": 24, | |
| "flags": {} | |
| }, | |
| { | |
| "id": 3, | |
| "title": "Control video", | |
| "bounding": [ | |
| -1774.72412109375, | |
| 574.9209594726562, | |
| 1549.4765625, | |
| 1150.4462890625 | |
| ], | |
| "color": "#3f789e", | |
| "font_size": 24, | |
| "flags": {} | |
| } | |
| ], | |
| "config": {}, | |
| "extra": { | |
| "ds": { | |
| "scale": 0.9090909090909092, | |
| "offset": [ | |
| 1536.850424794186, | |
| 492.19279742938807 | |
| ] | |
| }, | |
| "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 | |
| } |