| { |
| "id": "c6e410bc-5e2c-460b-ae81-c91b6094fbb1", |
| "revision": 0, |
| "last_node_id": 61, |
| "last_link_id": 64, |
| "nodes": [ |
| { |
| "id": 11, |
| "type": "LoadWanVideoT5TextEncoder", |
| "pos": [ |
| -390, |
| -70 |
| ], |
| "size": [ |
| 377.1661376953125, |
| 130 |
| ], |
| "flags": {}, |
| "order": 0, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "wan_t5_model", |
| "type": "WANTEXTENCODER", |
| "slot_index": 0, |
| "links": [ |
| 15 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "LoadWanVideoT5TextEncoder" |
| }, |
| "widgets_values": [ |
| "umt5-xxl-enc-bf16.safetensors", |
| "bf16", |
| "offload_device", |
| "disabled" |
| ], |
| "color": "#332922", |
| "bgcolor": "#593930" |
| }, |
| { |
| "id": 37, |
| "type": "WanVideoEmptyEmbeds", |
| "pos": [ |
| 1305.26708984375, |
| -571.7843627929688 |
| ], |
| "size": [ |
| 315, |
| 126 |
| ], |
| "flags": {}, |
| "order": 1, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "control_embeds", |
| "shape": 7, |
| "type": "WANVIDIMAGE_EMBEDS", |
| "link": null |
| }, |
| { |
| "name": "extra_latents", |
| "shape": 7, |
| "type": "LATENT", |
| "link": null |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "image_embeds", |
| "type": "WANVIDIMAGE_EMBEDS", |
| "links": [ |
| 42 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoEmptyEmbeds" |
| }, |
| "widgets_values": [ |
| 832, |
| 480, |
| 81 |
| ] |
| }, |
| { |
| "id": 50, |
| "type": "CLIPTextEncode", |
| "pos": [ |
| 450.84735107421875, |
| 852.1167602539062 |
| ], |
| "size": [ |
| 400, |
| 200 |
| ], |
| "flags": {}, |
| "order": 18, |
| "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": "0.3.47", |
| "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" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 48, |
| "type": "CLIPLoader", |
| "pos": [ |
| 90.8473129272461, |
| 602.1166381835938 |
| ], |
| "size": [ |
| 315, |
| 106 |
| ], |
| "flags": {}, |
| "order": 2, |
| "mode": 2, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "CLIP", |
| "type": "CLIP", |
| "slot_index": 0, |
| "links": [ |
| 52, |
| 53 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.47", |
| "Node name for S&R": "CLIPLoader" |
| }, |
| "widgets_values": [ |
| "umt5_xxl_fp16.safetensors", |
| "wan", |
| "default" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 51, |
| "type": "Note", |
| "pos": [ |
| 120.8473129272461, |
| 432.1158752441406 |
| ], |
| "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": 49, |
| "type": "CLIPTextEncode", |
| "pos": [ |
| 450.84735107421875, |
| 602.1166381835938 |
| ], |
| "size": [ |
| 400, |
| 200 |
| ], |
| "flags": {}, |
| "order": 17, |
| "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": "0.3.47", |
| "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" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 33, |
| "type": "Note", |
| "pos": [ |
| -760, |
| -50 |
| ], |
| "size": [ |
| 359.0753479003906, |
| 88 |
| ], |
| "flags": {}, |
| "order": 4, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "Models:\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 35, |
| "type": "WanVideoTorchCompileSettings", |
| "pos": [ |
| -390, |
| -710 |
| ], |
| "size": [ |
| 390.5999755859375, |
| 202 |
| ], |
| "flags": {}, |
| "order": 5, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "torch_compile_args", |
| "type": "WANCOMPILEARGS", |
| "slot_index": 0, |
| "links": [] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoTorchCompileSettings" |
| }, |
| "widgets_values": [ |
| "inductor", |
| false, |
| "default", |
| false, |
| 64, |
| true, |
| 128 |
| ] |
| }, |
| { |
| "id": 44, |
| "type": "Note", |
| "pos": [ |
| -710, |
| -710 |
| ], |
| "size": [ |
| 303.0501403808594, |
| 88 |
| ], |
| "flags": {}, |
| "order": 6, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "If you have Triton installed, connect this for ~30% speed increase" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 30, |
| "type": "VHS_VideoCombine", |
| "pos": [ |
| 2068.651611328125, |
| -582.5413818359375 |
| ], |
| "size": [ |
| 1245.8460693359375, |
| 1055.2188720703125 |
| ], |
| "flags": {}, |
| "order": 24, |
| "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": "330bce6c3c0d47ebdedcc0348d9ab355707b7523", |
| "Node name for S&R": "VHS_VideoCombine" |
| }, |
| "widgets_values": { |
| "frame_rate": 16, |
| "loop_count": 0, |
| "filename_prefix": "WanVideo2_1_T2V", |
| "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": "WanVideo2_1_T2V_00724.mp4", |
| "subfolder": "", |
| "type": "output", |
| "format": "video/h264-mp4", |
| "frame_rate": 16, |
| "workflow": "WanVideo2_1_T2V_00724.png", |
| "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideo2_1_T2V_00724.mp4" |
| } |
| } |
| } |
| }, |
| { |
| "id": 16, |
| "type": "WanVideoTextEncode", |
| "pos": [ |
| 70, |
| -70 |
| ], |
| "size": [ |
| 420.30511474609375, |
| 261.5306701660156 |
| ], |
| "flags": {}, |
| "order": 16, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "t5", |
| "shape": 7, |
| "type": "WANTEXTENCODER", |
| "link": 15 |
| }, |
| { |
| "name": "model_to_offload", |
| "shape": 7, |
| "type": "WANVIDEOMODEL", |
| "link": null |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "text_embeds", |
| "type": "WANVIDEOTEXTEMBEDS", |
| "slot_index": 0, |
| "links": [ |
| 30 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoTextEncode" |
| }, |
| "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", |
| "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": 38, |
| "type": "WanVideoVAELoader", |
| "pos": [ |
| 1687.4093017578125, |
| -582.2750854492188 |
| ], |
| "size": [ |
| 315, |
| 82 |
| ], |
| "flags": {}, |
| "order": 7, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "vae", |
| "type": "WANVAE", |
| "slot_index": 0, |
| "links": [ |
| 43 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoVAELoader" |
| }, |
| "widgets_values": [ |
| "wanvideo\\Wan2_1_VAE_bf16.safetensors", |
| "bf16" |
| ], |
| "color": "#322", |
| "bgcolor": "#533" |
| }, |
| { |
| "id": 46, |
| "type": "WanVideoTextEmbedBridge", |
| "pos": [ |
| 900.8475341796875, |
| 592.1166381835938 |
| ], |
| "size": [ |
| 315, |
| 46 |
| ], |
| "flags": {}, |
| "order": 20, |
| "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": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoTextEmbedBridge" |
| }, |
| "widgets_values": [] |
| }, |
| { |
| "id": 28, |
| "type": "WanVideoDecode", |
| "pos": [ |
| 1692.973876953125, |
| -404.8614501953125 |
| ], |
| "size": [ |
| 315, |
| 198 |
| ], |
| "flags": {}, |
| "order": 23, |
| "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": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoDecode" |
| }, |
| "widgets_values": [ |
| false, |
| 272, |
| 272, |
| 144, |
| 128, |
| "default" |
| ], |
| "color": "#322", |
| "bgcolor": "#533" |
| }, |
| { |
| "id": 56, |
| "type": "WanVideoSetBlockSwap", |
| "pos": [ |
| 882.7855834960938, |
| -362.668701171875 |
| ], |
| "size": [ |
| 201.76815795898438, |
| 46 |
| ], |
| "flags": {}, |
| "order": 21, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "link": 62 |
| }, |
| { |
| "name": "block_swap_args", |
| "shape": 7, |
| "type": "BLOCKSWAPARGS", |
| "link": 58 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "links": [ |
| 60 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoSetBlockSwap" |
| }, |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 58, |
| "type": "WanVideoSetLoRAs", |
| "pos": [ |
| 630.5015869140625, |
| -367.1865234375 |
| ], |
| "size": [ |
| 174.53378295898438, |
| 46 |
| ], |
| "flags": {}, |
| "order": 19, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "link": 61 |
| }, |
| { |
| "name": "lora", |
| "shape": 7, |
| "type": "WANVIDLORA", |
| "link": 64 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "links": [ |
| 62 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoSetLoRAs" |
| }, |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 60, |
| "type": "WanVideoLoraSelectMulti", |
| "pos": [ |
| 573.026123046875, |
| -824.0180053710938 |
| ], |
| "size": [ |
| 332.3269348144531, |
| 342 |
| ], |
| "flags": {}, |
| "order": 8, |
| "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": [ |
| 64 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoLoraSelectMulti" |
| }, |
| "widgets_values": [ |
| "WanVideo\\Lightx2v\\lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16_.safetensors", |
| 1, |
| "none", |
| 1, |
| "none", |
| 1, |
| "none", |
| 1, |
| "none", |
| 1, |
| false, |
| false |
| ], |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 27, |
| "type": "WanVideoSampler", |
| "pos": [ |
| 1315.2401123046875, |
| -401.48028564453125 |
| ], |
| "size": [ |
| 315, |
| 873.39453125 |
| ], |
| "flags": {}, |
| "order": 22, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "model", |
| "type": "WANVIDEOMODEL", |
| "link": 60 |
| }, |
| { |
| "name": "image_embeds", |
| "type": "WANVIDIMAGE_EMBEDS", |
| "link": 42 |
| }, |
| { |
| "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": 57 |
| }, |
| { |
| "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": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoSampler" |
| }, |
| "widgets_values": [ |
| 6, |
| 1, |
| 5, |
| 42, |
| "fixed", |
| true, |
| "dpm++_sde", |
| 0, |
| 1, |
| false, |
| "comfy", |
| 0, |
| -1, |
| false, |
| "" |
| ] |
| }, |
| { |
| "id": 39, |
| "type": "WanVideoBlockSwap", |
| "pos": [ |
| 775.6461791992188, |
| -256.3999328613281 |
| ], |
| "size": [ |
| 315, |
| 154 |
| ], |
| "flags": {}, |
| "order": 9, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "block_swap_args", |
| "type": "BLOCKSWAPARGS", |
| "slot_index": 0, |
| "links": [ |
| 58 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoBlockSwap" |
| }, |
| "widgets_values": [ |
| 20, |
| false, |
| false, |
| false, |
| 0 |
| ], |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 55, |
| "type": "WanVideoEnhanceAVideo", |
| "pos": [ |
| 1292.82177734375, |
| -760.1163330078125 |
| ], |
| "size": [ |
| 315, |
| 106 |
| ], |
| "flags": {}, |
| "order": 10, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "feta_args", |
| "type": "FETAARGS", |
| "links": [ |
| 57 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoEnhanceAVideo" |
| }, |
| "widgets_values": [ |
| 2, |
| 0, |
| 1 |
| ] |
| }, |
| { |
| "id": 54, |
| "type": "Note", |
| "pos": [ |
| 1279.785888671875, |
| -927.4588012695312 |
| ], |
| "size": [ |
| 327.61932373046875, |
| 88 |
| ], |
| "flags": {}, |
| "order": 11, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "Enhance-a-video can increase the fidelity of the results, too high values lead to noisy results." |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 22, |
| "type": "WanVideoModelLoader", |
| "pos": [ |
| 10, |
| -390 |
| ], |
| "size": [ |
| 477.4410095214844, |
| 274 |
| ], |
| "flags": {}, |
| "order": 12, |
| "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 |
| }, |
| { |
| "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": [ |
| 61 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "ComfyUI-WanVideoWrapper", |
| "ver": "5406a72f62adf4a31a8a0a0e4923cc5288399652", |
| "Node name for S&R": "WanVideoModelLoader" |
| }, |
| "widgets_values": [ |
| "WanVideo\\fp8_scaled_kj\\T2V\\Wan2_1-T2V-14B_fp8_e4m3fn_scaled_KJ.safetensors", |
| "fp16", |
| "fp8_e4m3fn_scaled", |
| "offload_device", |
| "sdpa" |
| ], |
| "color": "#223", |
| "bgcolor": "#335" |
| }, |
| { |
| "id": 42, |
| "type": "Note", |
| "pos": [ |
| -340.0147399902344, |
| -394.8644104003906 |
| ], |
| "size": [ |
| 312.98052978515625, |
| 92.32489013671875 |
| ], |
| "flags": {}, |
| "order": 13, |
| "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." |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 61, |
| "type": "MarkdownNote", |
| "pos": [ |
| 30.22911262512207, |
| -955.12451171875 |
| ], |
| "size": [ |
| 510.2661437988281, |
| 245.62203979492188 |
| ], |
| "flags": {}, |
| "order": 14, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "Models:\n\n[https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_1-T2V-14B_fp8_e4m3fn_scaled_KJ.safetensors](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_1-T2V-14B_fp8_e4m3fn_scaled_KJ.safetensors)\n\nIf you want to use torch compile on GPUs prior to 4000 series:\n\n[https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_1-T2V-14B_fp8_e5m2_scaled_KJ.safetensors](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_1-T2V-14B_fp8_e5m2_scaled_KJ.safetensors)\n\nLoRA:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors)" |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| }, |
| { |
| "id": 36, |
| "type": "Note", |
| "pos": [ |
| 110, |
| -630 |
| ], |
| "size": [ |
| 374.3061828613281, |
| 171.9547576904297 |
| ], |
| "flags": {}, |
| "order": 15, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "properties": {}, |
| "widgets_values": [ |
| "fp_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 at higher resolutions\n\nRadial attention is even faster but has worst quality, it should be used along with Set Radial Attention node to control which steps/blocks it's applied on to balance quality and speed." |
| ], |
| "color": "#432", |
| "bgcolor": "#653" |
| } |
| ], |
| "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" |
| ], |
| [ |
| 42, |
| 37, |
| 0, |
| 27, |
| 1, |
| "WANVIDIMAGE_EMBEDS" |
| ], |
| [ |
| 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" |
| ], |
| [ |
| 57, |
| 55, |
| 0, |
| 27, |
| 4, |
| "FETAARGS" |
| ], |
| [ |
| 58, |
| 39, |
| 0, |
| 56, |
| 1, |
| "BLOCKSWAPARGS" |
| ], |
| [ |
| 60, |
| 56, |
| 0, |
| 27, |
| 0, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 61, |
| 22, |
| 0, |
| 58, |
| 0, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 62, |
| 58, |
| 0, |
| 56, |
| 0, |
| "WANVIDEOMODEL" |
| ], |
| [ |
| 64, |
| 60, |
| 0, |
| 58, |
| 1, |
| "WANVIDLORA" |
| ] |
| ], |
| "groups": [ |
| { |
| "id": 1, |
| "title": "ComfyUI text encoding alternative", |
| "bounding": [ |
| 28.03142547607422, |
| 288.1825866699219, |
| 1210.621337890625, |
| 805.9080810546875 |
| ], |
| "color": "#3f789e", |
| "font_size": 24, |
| "flags": {} |
| } |
| ], |
| "config": {}, |
| "extra": { |
| "ds": { |
| "scale": 0.6115909044841823, |
| "offset": [ |
| 1181.2082796810923, |
| 1044.6186273284543 |
| ] |
| }, |
| "node_versions": { |
| "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd", |
| "comfy-core": "0.3.26", |
| "ComfyUI-VideoHelperSuite": "0a75c7958fe320efcb052f1d9f8451fd20c730a8" |
| }, |
| "VHS_latentpreview": true, |
| "VHS_latentpreviewrate": 0, |
| "VHS_MetadataImage": true, |
| "VHS_KeepIntermediate": true, |
| "frontendVersion": "1.25.1" |
| }, |
| "version": 0.4 |
| } |
