diff --git a/wanvideo_2_2_5B_I2V_controlnet_example.json b/wanvideo_2_2_5B_I2V_controlnet_example.json
new file mode 100644
index 0000000..af5a975
--- /dev/null
+++ b/wanvideo_2_2_5B_I2V_controlnet_example.json
@@ -0,0 +1 @@
+{"id":"ca35f585-01be-47c4-b603-07827a194ce4","revision":0,"last_node_id":118,"last_link_id":179,"nodes":[{"id":90,"type":"WanVideoExperimentalArgs","pos":[918.6209106445312,-165.79469299316406],"size":[308.767578125,274],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"video_attention_split_steps","name":"video_attention_split_steps","type":"STRING","widget":{"name":"video_attention_split_steps"},"link":null},{"localized_name":"cfg_zero_star","name":"cfg_zero_star","type":"BOOLEAN","widget":{"name":"cfg_zero_star"},"link":null},{"localized_name":"use_zero_init","name":"use_zero_init","type":"BOOLEAN","widget":{"name":"use_zero_init"},"link":null},{"localized_name":"zero_star_steps","name":"zero_star_steps","type":"INT","widget":{"name":"zero_star_steps"},"link":null},{"localized_name":"use_fresca","name":"use_fresca","type":"BOOLEAN","widget":{"name":"use_fresca"},"link":null},{"localized_name":"fresca_scale_low","name":"fresca_scale_low","type":"FLOAT","widget":{"name":"fresca_scale_low"},"link":null},{"localized_name":"fresca_scale_high","name":"fresca_scale_high","type":"FLOAT","widget":{"name":"fresca_scale_high"},"link":null},{"localized_name":"fresca_freq_cutoff","name":"fresca_freq_cutoff","type":"INT","widget":{"name":"fresca_freq_cutoff"},"link":null},{"localized_name":"use_tcfg","name":"use_tcfg","type":"BOOLEAN","widget":{"name":"use_tcfg"},"link":null},{"localized_name":"raag_alpha","name":"raag_alpha","type":"FLOAT","widget":{"name":"raag_alpha"},"link":null}],"outputs":[{"localized_name":"exp_args","name":"exp_args","type":"EXPERIMENTALARGS","links":[139]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoExperimentalArgs"},"widgets_values":["",true,false,0,false,1,1.25,20,true,0]},{"id":35,"type":"WanVideoTorchCompileSettings","pos":[-299.6842956542969,-839.0896606445312],"size":[390.5999755859375,202],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"backend","name":"backend","type":"COMBO","widget":{"name":"backend"},"link":null},{"localized_name":"fullgraph","name":"fullgraph","type":"BOOLEAN","widget":{"name":"fullgraph"},"link":null},{"localized_name":"mode","name":"mode","type":"COMBO","widget":{"name":"mode"},"link":null},{"localized_name":"dynamic","name":"dynamic","type":"BOOLEAN","widget":{"name":"dynamic"},"link":null},{"localized_name":"dynamo_cache_size_limit","name":"dynamo_cache_size_limit","type":"INT","widget":{"name":"dynamo_cache_size_limit"},"link":null},{"localized_name":"compile_transformer_blocks_only","name":"compile_transformer_blocks_only","type":"BOOLEAN","widget":{"name":"compile_transformer_blocks_only"},"link":null},{"localized_name":"dynamo_recompile_limit","name":"dynamo_recompile_limit","shape":7,"type":"INT","widget":{"name":"dynamo_recompile_limit"},"link":null}],"outputs":[{"localized_name":"torch_compile_args","name":"torch_compile_args","type":"WANCOMPILEARGS","slot_index":0,"links":[121]}],"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":22,"type":"WanVideoModelLoader","pos":[157.20700073242188,-839.4575805664062],"size":[477.4410095214844,274],"flags":{},"order":11,"mode":0,"inputs":[{"localized_name":"compile_args","name":"compile_args","shape":7,"type":"WANCOMPILEARGS","link":121},{"localized_name":"block_swap_args","name":"block_swap_args","shape":7,"type":"BLOCKSWAPARGS","link":null},{"localized_name":"lora","name":"lora","shape":7,"type":"WANVIDLORA","link":null},{"localized_name":"vram_management_args","name":"vram_management_args","shape":7,"type":"VRAM_MANAGEMENTARGS","link":null},{"localized_name":"vace_model","name":"vace_model","shape":7,"type":"VACEPATH","link":null},{"localized_name":"fantasytalking_model","name":"fantasytalking_model","shape":7,"type":"FANTASYTALKINGMODEL","link":null},{"localized_name":"multitalk_model","name":"multitalk_model","shape":7,"type":"MULTITALKMODEL","link":null},{"localized_name":"model","name":"model","type":"COMBO","widget":{"name":"model"},"link":null},{"localized_name":"base_precision","name":"base_precision","type":"COMBO","widget":{"name":"base_precision"},"link":null},{"localized_name":"quantization","name":"quantization","type":"COMBO","widget":{"name":"quantization"},"link":null},{"localized_name":"load_device","name":"load_device","type":"COMBO","widget":{"name":"load_device"},"link":null},{"localized_name":"attention_mode","name":"attention_mode","shape":7,"type":"COMBO","widget":{"name":"attention_mode"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","slot_index":0,"links":[157]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoModelLoader"},"widgets_values":["Wan2_2-TI2V-5B-FastWanFullAttn_bf16.safetensors","fp16_fast","disabled","offload_device","sageattn"],"color":"#223","bgcolor":"#335"},{"id":103,"type":"WanVideoControlnetLoader","pos":[-254.50225830078125,-316.3340148925781],"size":[279.6499938964844,130],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"COMBO","widget":{"name":"model"},"link":null},{"localized_name":"base_precision","name":"base_precision","type":"COMBO","widget":{"name":"base_precision"},"link":null},{"localized_name":"quantization","name":"quantization","type":"COMBO","widget":{"name":"quantization"},"link":null},{"localized_name":"load_device","name":"load_device","type":"COMBO","widget":{"name":"load_device"},"link":null}],"outputs":[{"localized_name":"controlnet","name":"controlnet","type":"WANVIDEOCONTROLNET","links":[155]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"a64d8bb0df21efdd933692f11231dbd4abc8d2dc","Node name for S&R":"WanVideoControlnetLoader"},"widgets_values":["wan2.2-ti2v-5b-controlnet-depth-v1/diffusion_pytorch_model.safetensors","bf16","disabled","main_device"]},{"id":105,"type":"WanVideoControlnet","pos":[648.239013671875,-835.1428833007812],"size":[276.6666564941406,170],"flags":{},"order":19,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","link":157},{"localized_name":"controlnet","name":"controlnet","type":"WANVIDEOCONTROLNET","link":155},{"localized_name":"control_images","name":"control_images","type":"IMAGE","link":165},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null},{"localized_name":"control_stride","name":"control_stride","type":"INT","widget":{"name":"control_stride"},"link":null},{"localized_name":"control_start_percent","name":"control_start_percent","type":"FLOAT","widget":{"name":"control_start_percent"},"link":null},{"localized_name":"control_end_percent","name":"control_end_percent","type":"FLOAT","widget":{"name":"control_end_percent"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","links":[156,158]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"a64d8bb0df21efdd933692f11231dbd4abc8d2dc","Node name for S&R":"WanVideoControlnet"},"widgets_values":[1,3,0,1]},{"id":107,"type":"WanVideoEnhanceAVideo","pos":[935.4856567382812,-710.6886596679688],"size":[315,106],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"weight","name":"weight","type":"FLOAT","widget":{"name":"weight"},"link":null},{"localized_name":"start_percent","name":"start_percent","type":"FLOAT","widget":{"name":"start_percent"},"link":null},{"localized_name":"end_percent","name":"end_percent","type":"FLOAT","widget":{"name":"end_percent"},"link":null}],"outputs":[{"localized_name":"feta_args","name":"feta_args","type":"FETAARGS","links":[160]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"5406a72f62adf4a31a8a0a0e4923cc5288399652","Node name for S&R":"WanVideoEnhanceAVideo"},"widgets_values":[2,0,1]},{"id":94,"type":"WanVideoEasyCache","pos":[959.7987670898438,-377.5003967285156],"size":[270,130],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"easycache_thresh","name":"easycache_thresh","type":"FLOAT","widget":{"name":"easycache_thresh"},"link":null},{"localized_name":"start_step","name":"start_step","type":"INT","widget":{"name":"start_step"},"link":null},{"localized_name":"end_step","name":"end_step","type":"INT","widget":{"name":"end_step"},"link":null},{"localized_name":"cache_device","name":"cache_device","type":"COMBO","widget":{"name":"cache_device"},"link":null}],"outputs":[{"localized_name":"cache_args","name":"cache_args","type":"CACHEARGS","links":[141]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoEasyCache"},"widgets_values":[0.015,10,-1,"offload_device"]},{"id":11,"type":"LoadWanVideoT5TextEncoder","pos":[161.7229461669922,-501.2225036621094],"size":[377.1661376953125,130],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null},{"localized_name":"precision","name":"precision","type":"COMBO","widget":{"name":"precision"},"link":null},{"localized_name":"load_device","name":"load_device","shape":7,"type":"COMBO","widget":{"name":"load_device"},"link":null},{"localized_name":"quantization","name":"quantization","shape":7,"type":"COMBO","widget":{"name":"quantization"},"link":null}],"outputs":[{"localized_name":"wan_t5_model","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":104,"type":"MiDaS-DepthMapPreprocessor","pos":[-255.06285095214844,-94.92599487304688],"size":[270,106],"flags":{},"order":14,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":162},{"localized_name":"a","name":"a","shape":7,"type":"FLOAT","widget":{"name":"a"},"link":null},{"localized_name":"bg_threshold","name":"bg_threshold","shape":7,"type":"FLOAT","widget":{"name":"bg_threshold"},"link":null},{"localized_name":"resolution","name":"resolution","shape":7,"type":"INT","widget":{"name":"resolution"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[163]}],"properties":{"cnr_id":"comfyui_controlnet_aux","ver":"1.1.0","Node name for S&R":"MiDaS-DepthMapPreprocessor"},"widgets_values":[6.283185307179586,0.1,512]},{"id":109,"type":"ImageResizeKJv2","pos":[42.38235092163086,-97.98213958740234],"size":[270,336],"flags":{},"order":16,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":163},{"localized_name":"mask","name":"mask","shape":7,"type":"MASK","link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":177},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":176},{"localized_name":"upscale_method","name":"upscale_method","type":"COMBO","widget":{"name":"upscale_method"},"link":null},{"localized_name":"keep_proportion","name":"keep_proportion","type":"COMBO","widget":{"name":"keep_proportion"},"link":null},{"localized_name":"pad_color","name":"pad_color","type":"STRING","widget":{"name":"pad_color"},"link":null},{"localized_name":"crop_position","name":"crop_position","type":"COMBO","widget":{"name":"crop_position"},"link":null},{"localized_name":"divisible_by","name":"divisible_by","type":"INT","widget":{"name":"divisible_by"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[165,167]},{"localized_name":"width","name":"width","type":"INT","links":null},{"localized_name":"height","name":"height","type":"INT","links":null},{"localized_name":"mask","name":"mask","type":"MASK","links":null}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"ImageResizeKJv2"},"widgets_values":[832,480,"nearest-exact","stretch","0, 0, 0","center",2,"cpu"]},{"id":27,"type":"WanVideoSampler","pos":[1315.2401123046875,-401.48028564453125],"size":[315,975],"flags":{},"order":23,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","link":156},{"localized_name":"image_embeds","name":"image_embeds","type":"WANVIDIMAGE_EMBEDS","link":159},{"localized_name":"text_embeds","name":"text_embeds","shape":7,"type":"WANVIDEOTEXTEMBEDS","link":30},{"localized_name":"samples","name":"samples","shape":7,"type":"LATENT","link":null},{"localized_name":"feta_args","name":"feta_args","shape":7,"type":"FETAARGS","link":160},{"localized_name":"context_options","name":"context_options","shape":7,"type":"WANVIDCONTEXT","link":null},{"localized_name":"cache_args","name":"cache_args","shape":7,"type":"CACHEARGS","link":141},{"localized_name":"flowedit_args","name":"flowedit_args","shape":7,"type":"FLOWEDITARGS","link":null},{"localized_name":"slg_args","name":"slg_args","shape":7,"type":"SLGARGS","link":166},{"localized_name":"loop_args","name":"loop_args","shape":7,"type":"LOOPARGS","link":null},{"localized_name":"experimental_args","name":"experimental_args","shape":7,"type":"EXPERIMENTALARGS","link":139},{"localized_name":"sigmas","name":"sigmas","shape":7,"type":"SIGMAS","link":null},{"localized_name":"unianimate_poses","name":"unianimate_poses","shape":7,"type":"UNIANIMATE_POSE","link":null},{"localized_name":"fantasytalking_embeds","name":"fantasytalking_embeds","shape":7,"type":"FANTASYTALKING_EMBEDS","link":null},{"localized_name":"uni3c_embeds","name":"uni3c_embeds","shape":7,"type":"UNI3C_EMBEDS","link":null},{"localized_name":"multitalk_embeds","name":"multitalk_embeds","shape":7,"type":"MULTITALK_EMBEDS","link":null},{"localized_name":"freeinit_args","name":"freeinit_args","shape":7,"type":"FREEINITARGS","link":null},{"localized_name":"steps","name":"steps","type":"INT","widget":{"name":"steps"},"link":null},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null},{"localized_name":"shift","name":"shift","type":"FLOAT","widget":{"name":"shift"},"link":null},{"localized_name":"seed","name":"seed","type":"INT","widget":{"name":"seed"},"link":null},{"localized_name":"force_offload","name":"force_offload","type":"BOOLEAN","widget":{"name":"force_offload"},"link":null},{"localized_name":"scheduler","name":"scheduler","type":"COMBO","widget":{"name":"scheduler"},"link":null},{"localized_name":"riflex_freq_index","name":"riflex_freq_index","type":"INT","widget":{"name":"riflex_freq_index"},"link":null},{"localized_name":"denoise_strength","name":"denoise_strength","shape":7,"type":"FLOAT","widget":{"name":"denoise_strength"},"link":null},{"localized_name":"batched_cfg","name":"batched_cfg","shape":7,"type":"BOOLEAN","widget":{"name":"batched_cfg"},"link":null},{"localized_name":"rope_function","name":"rope_function","shape":7,"type":"COMBO","widget":{"name":"rope_function"},"link":null},{"localized_name":"start_step","name":"start_step","shape":7,"type":"INT","widget":{"name":"start_step"},"link":null},{"localized_name":"end_step","name":"end_step","shape":7,"type":"INT","widget":{"name":"end_step"},"link":null},{"localized_name":"add_noise_to_samples","name":"add_noise_to_samples","shape":7,"type":"BOOLEAN","widget":{"name":"add_noise_to_samples"},"link":null}],"outputs":[{"localized_name":"samples","name":"samples","type":"LATENT","slot_index":0,"links":[117]},{"localized_name":"denoised_samples","name":"denoised_samples","type":"LATENT","links":null}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoSampler"},"widgets_values":[30,5,8,47,"fixed",true,"flowmatch_pusa",0,1,"","comfy",0,-1,""]},{"id":91,"type":"WanVideoSLG","pos":[956.2327880859375,184.204833984375],"size":[270,106],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"blocks","name":"blocks","type":"STRING","widget":{"name":"blocks"},"link":null},{"localized_name":"start_percent","name":"start_percent","type":"FLOAT","widget":{"name":"start_percent"},"link":null},{"localized_name":"end_percent","name":"end_percent","type":"FLOAT","widget":{"name":"end_percent"},"link":null}],"outputs":[{"localized_name":"slg_args","name":"slg_args","type":"SLGARGS","links":[166]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoSLG"},"widgets_values":["7,8,9",0.1,0.7]},{"id":28,"type":"WanVideoDecode","pos":[1334.0367431640625,-669.4796142578125],"size":[315,198],"flags":{},"order":24,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"WANVAE","link":43},{"localized_name":"samples","name":"samples","type":"LATENT","link":117},{"localized_name":"enable_vae_tiling","name":"enable_vae_tiling","type":"BOOLEAN","widget":{"name":"enable_vae_tiling"},"link":null},{"localized_name":"tile_x","name":"tile_x","type":"INT","widget":{"name":"tile_x"},"link":null},{"localized_name":"tile_y","name":"tile_y","type":"INT","widget":{"name":"tile_y"},"link":null},{"localized_name":"tile_stride_x","name":"tile_stride_x","type":"INT","widget":{"name":"tile_stride_x"},"link":null},{"localized_name":"tile_stride_y","name":"tile_stride_y","type":"INT","widget":{"name":"tile_stride_y"},"link":null},{"localized_name":"normalization","name":"normalization","shape":7,"type":"COMBO","widget":{"name":"normalization"},"link":null}],"outputs":[{"localized_name":"images","name":"images","type":"IMAGE","slot_index":0,"links":[137]}],"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":16,"type":"WanVideoTextEncode","pos":[426.97998046875,-157.42312622070312],"size":[453.0067138671875,328.0239562988281],"flags":{},"order":22,"mode":0,"inputs":[{"localized_name":"t5","name":"t5","shape":7,"type":"WANTEXTENCODER","link":15},{"localized_name":"model_to_offload","name":"model_to_offload","shape":7,"type":"WANVIDEOMODEL","link":158},{"localized_name":"positive_prompt","name":"positive_prompt","type":"STRING","widget":{"name":"positive_prompt"},"link":null},{"localized_name":"negative_prompt","name":"negative_prompt","type":"STRING","widget":{"name":"negative_prompt"},"link":null},{"localized_name":"force_offload","name":"force_offload","shape":7,"type":"BOOLEAN","widget":{"name":"force_offload"},"link":null},{"localized_name":"use_disk_cache","name":"use_disk_cache","shape":7,"type":"BOOLEAN","widget":{"name":"use_disk_cache"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"text_embeds","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":["Close-up shot with soft lighting, focusing sharply on the lower half of a young woman's face. Her lips are slightly parted as she blows an enormous bubblegum bubble. The bubble is semi-transparent, shimmering gently under the light, and surprisingly contains a miniature aquarium inside, where two orange-and-white goldfish slowly swim, their fins delicately fluttering as if in an aquatic universe. The background is a pure light blue color.","Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards\"",true,false,"gpu"],"color":"#332922","bgcolor":"#593930"},{"id":101,"type":"ImageResizeKJv2","pos":[-555.3539428710938,-96.24312591552734],"size":[270,336],"flags":{},"order":13,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":151},{"localized_name":"mask","name":"mask","shape":7,"type":"MASK","link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":175},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":174},{"localized_name":"upscale_method","name":"upscale_method","type":"COMBO","widget":{"name":"upscale_method"},"link":null},{"localized_name":"keep_proportion","name":"keep_proportion","type":"COMBO","widget":{"name":"keep_proportion"},"link":null},{"localized_name":"pad_color","name":"pad_color","type":"STRING","widget":{"name":"pad_color"},"link":null},{"localized_name":"crop_position","name":"crop_position","type":"COMBO","widget":{"name":"crop_position"},"link":null},{"localized_name":"divisible_by","name":"divisible_by","type":"INT","widget":{"name":"divisible_by"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[162,168]},{"localized_name":"width","name":"width","type":"INT","links":null},{"localized_name":"height","name":"height","type":"INT","links":null},{"localized_name":"mask","name":"mask","type":"MASK","links":null}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"ImageResizeKJv2"},"widgets_values":[832,480,"nearest-exact","stretch","0, 0, 0","center",2,"cpu"]},{"id":38,"type":"WanVideoVAELoader","pos":[158.0862579345703,-318.48004150390625],"size":[372.7727966308594,82],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"compile_args","name":"compile_args","shape":7,"type":"WANCOMPILEARGS","link":null},{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null},{"localized_name":"precision","name":"precision","shape":7,"type":"COMBO","widget":{"name":"precision"},"link":null}],"outputs":[{"localized_name":"vae","name":"vae","type":"WANVAE","slot_index":0,"links":[43,170]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoVAELoader"},"widgets_values":["Wan2_2_VAE_bf16.safetensors","bf16"],"color":"#322","bgcolor":"#533"},{"id":112,"type":"PreviewAnimation","pos":[469.2156066894531,238.14759826660156],"size":[270,225.7692108154297],"flags":{},"order":20,"mode":0,"inputs":[{"localized_name":"images","name":"images","shape":7,"type":"IMAGE","link":167},{"localized_name":"masks","name":"masks","shape":7,"type":"MASK","link":null},{"localized_name":"fps","name":"fps","type":"FLOAT","widget":{"name":"fps"},"link":null}],"outputs":[],"title":"Preview Animation 121x832x480","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"PreviewAnimation"},"widgets_values":[24]},{"id":92,"type":"VHS_VideoCombine","pos":[1707.63916015625,-672.8735961914062],"size":[673.8756713867188,707.631591796875],"flags":{},"order":25,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":137},{"localized_name":"audio","name":"audio","shape":7,"type":"AUDIO","link":null},{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"frame_rate","name":"frame_rate","type":"FLOAT","widget":{"name":"frame_rate"},"link":null},{"localized_name":"loop_count","name":"loop_count","type":"INT","widget":{"name":"loop_count"},"link":null},{"localized_name":"filename_prefix","name":"filename_prefix","type":"STRING","widget":{"name":"filename_prefix"},"link":null},{"localized_name":"format","name":"format","type":"COMBO","widget":{"name":"format"},"link":null},{"localized_name":"pingpong","name":"pingpong","type":"BOOLEAN","widget":{"name":"pingpong"},"link":null},{"localized_name":"save_output","name":"save_output","type":"BOOLEAN","widget":{"name":"save_output"},"link":null},{"name":"pix_fmt","type":["yuv420p","yuv420p10le"],"widget":{"name":"pix_fmt"},"link":null},{"name":"crf","type":"INT","widget":{"name":"crf"},"link":null},{"name":"save_metadata","type":"BOOLEAN","widget":{"name":"save_metadata"},"link":null},{"name":"trim_to_audio","type":"BOOLEAN","widget":{"name":"trim_to_audio"},"link":null}],"outputs":[{"localized_name":"Filenames","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":24,"loop_count":0,"filename_prefix":"WanVideoWrapper_5BI2V","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":"WanVideoWrapper_5BI2V_00007.mp4","subfolder":"","type":"temp","format":"video/h264-mp4","frame_rate":24,"workflow":"WanVideoWrapper_5BI2V_00007.png","fullpath":"/home/user/Projects/ComfyUI/temp/WanVideoWrapper_5BI2V_00007.mp4"}}}},{"id":114,"type":"WanVideoEncode","pos":[148.61212158203125,403.3293762207031],"size":[270,242],"flags":{},"order":17,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"WANVAE","link":170},{"localized_name":"image","name":"image","type":"IMAGE","link":169},{"localized_name":"mask","name":"mask","shape":7,"type":"MASK","link":null},{"localized_name":"enable_vae_tiling","name":"enable_vae_tiling","type":"BOOLEAN","widget":{"name":"enable_vae_tiling"},"link":null},{"localized_name":"tile_x","name":"tile_x","type":"INT","widget":{"name":"tile_x"},"link":null},{"localized_name":"tile_y","name":"tile_y","type":"INT","widget":{"name":"tile_y"},"link":null},{"localized_name":"tile_stride_x","name":"tile_stride_x","type":"INT","widget":{"name":"tile_stride_x"},"link":null},{"localized_name":"tile_stride_y","name":"tile_stride_y","type":"INT","widget":{"name":"tile_stride_y"},"link":null},{"localized_name":"noise_aug_strength","name":"noise_aug_strength","shape":7,"type":"FLOAT","widget":{"name":"noise_aug_strength"},"link":null},{"localized_name":"latent_strength","name":"latent_strength","shape":7,"type":"FLOAT","widget":{"name":"latent_strength"},"link":null}],"outputs":[{"localized_name":"samples","name":"samples","type":"LATENT","links":[171]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"a64d8bb0df21efdd933692f11231dbd4abc8d2dc","Node name for S&R":"WanVideoEncode"},"widgets_values":[false,272,272,144,128,0,1]},{"id":113,"type":"GetImagesFromBatchIndexed","pos":[-243.88804626464844,413.788818359375],"size":[300.0033874511719,88],"flags":{},"order":15,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":168},{"localized_name":"indexes","name":"indexes","type":"STRING","widget":{"name":"indexes"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[169,172]}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"GetImagesFromBatchIndexed"},"widgets_values":["0"]},{"id":98,"type":"VHS_LoadVideo","pos":[-835.6665649414062,-96.24312591552734],"size":[251.03334045410156,584.0375366210938],"flags":{},"order":12,"mode":0,"inputs":[{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"video","name":"video","type":"COMBO","widget":{"name":"video"},"link":null},{"localized_name":"force_rate","name":"force_rate","type":"FLOAT","widget":{"name":"force_rate"},"link":null},{"localized_name":"custom_width","name":"custom_width","type":"INT","widget":{"name":"custom_width"},"link":null},{"localized_name":"custom_height","name":"custom_height","type":"INT","widget":{"name":"custom_height"},"link":null},{"localized_name":"frame_load_cap","name":"frame_load_cap","type":"INT","widget":{"name":"frame_load_cap"},"link":173},{"localized_name":"skip_first_frames","name":"skip_first_frames","type":"INT","widget":{"name":"skip_first_frames"},"link":null},{"localized_name":"select_every_nth","name":"select_every_nth","type":"INT","widget":{"name":"select_every_nth"},"link":null},{"localized_name":"format","name":"format","shape":7,"type":"COMBO","widget":{"name":"format"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","slot_index":0,"links":[151]},{"localized_name":"frame_count","name":"frame_count","type":"INT","links":null},{"localized_name":"audio","name":"audio","type":"AUDIO","links":null},{"localized_name":"video_info","name":"video_info","type":"VHS_VIDEOINFO","links":null}],"properties":{"cnr_id":"comfyui-videohelpersuite","ver":"8e4d79471bf1952154768e8435a9300077b534fa","Node name for S&R":"VHS_LoadVideo"},"widgets_values":{"video":"bubble.mp4","force_rate":0,"custom_width":0,"custom_height":0,"frame_load_cap":121,"skip_first_frames":0,"select_every_nth":1,"format":"Wan","choose video to upload":"image","videopreview":{"hidden":false,"paused":false,"params":{"frame_load_cap":121,"skip_first_frames":0,"force_rate":0,"filename":"bubble.mp4","type":"input","format":"video/mp4","select_every_nth":1},"muted":false}}},{"id":106,"type":"WanVideoEmptyEmbeds","pos":[922.4845581054688,-553.08740234375],"size":[315,126],"flags":{},"order":21,"mode":0,"inputs":[{"localized_name":"control_embeds","name":"control_embeds","shape":7,"type":"WANVIDIMAGE_EMBEDS","link":null},{"localized_name":"extra_latents","name":"extra_latents","shape":7,"type":"LATENT","link":171},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":179},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":178},{"localized_name":"num_frames","name":"num_frames","type":"INT","widget":{"name":"num_frames"},"link":null}],"outputs":[{"localized_name":"image_embeds","name":"image_embeds","type":"WANVIDIMAGE_EMBEDS","links":[159]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"5406a72f62adf4a31a8a0a0e4923cc5288399652","Node name for S&R":"WanVideoEmptyEmbeds"},"widgets_values":[832,480,121]},{"id":116,"type":"INTConstant","pos":[-1170.2435302734375,196.84039306640625],"size":[210,58],"flags":{},"order":8,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[173]}],"title":"FRAMES COUNT","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[121],"color":"#1b4669","bgcolor":"#29699c"},{"id":115,"type":"PreviewImage","pos":[471.1120910644531,510.5473327636719],"size":[380.1080322265625,258],"flags":{},"order":18,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":172}],"outputs":[],"properties":{"cnr_id":"comfy-core","ver":"0.3.49","Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":117,"type":"INTConstant","pos":[-1171.0396728515625,-35.259117126464844],"size":[210,58],"flags":{},"order":9,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[175,177,179]}],"title":"WIDTH","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[1280],"color":"#1b4669","bgcolor":"#29699c"},{"id":118,"type":"INTConstant","pos":[-1170.5108642578125,81.1344985961914],"size":[210,58],"flags":{},"order":10,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[174,176,178]}],"title":"HEIGHT","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[704],"color":"#1b4669","bgcolor":"#29699c"}],"links":[[15,11,0,16,0,"WANTEXTENCODER"],[30,16,0,27,2,"WANVIDEOTEXTEMBEDS"],[43,38,0,28,0,"VAE"],[117,27,0,28,1,"LATENT"],[121,35,0,22,0,"WANCOMPILEARGS"],[137,28,0,92,0,"IMAGE"],[139,90,0,27,10,"EXPERIMENTALARGS"],[141,94,0,27,6,"CACHEARGS"],[151,98,0,101,0,"IMAGE"],[155,103,0,105,1,"WANVIDEOCONTROLNET"],[156,105,0,27,0,"WANVIDEOMODEL"],[157,22,0,105,0,"WANVIDEOMODEL"],[158,105,0,16,1,"WANVIDEOMODEL"],[159,106,0,27,1,"WANVIDIMAGE_EMBEDS"],[160,107,0,27,4,"FETAARGS"],[162,101,0,104,0,"IMAGE"],[163,104,0,109,0,"IMAGE"],[165,109,0,105,2,"IMAGE"],[166,91,0,27,8,"SLGARGS"],[167,109,0,112,0,"IMAGE"],[168,101,0,113,0,"IMAGE"],[169,113,0,114,1,"IMAGE"],[170,38,0,114,0,"WANVAE"],[171,114,0,106,1,"LATENT"],[172,113,0,115,0,"IMAGE"],[173,116,0,98,6,"INT"],[174,118,0,101,3,"INT"],[175,117,0,101,2,"INT"],[176,118,0,109,3,"INT"],[177,117,0,109,2,"INT"],[178,118,0,106,3,"INT"],[179,117,0,106,2,"INT"]],"groups":[],"config":{},"extra":{"ds":{"scale":0.5054470284993314,"offset":[390.62593488185297,807.8609686799374]},"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}
\ No newline at end of file
diff --git a/wanvideo_2_2_5B_I2V_example_WIP.json b/wanvideo_2_2_5B_I2V_example_WIP.json
new file mode 100644
index 0000000..14785ea
--- /dev/null
+++ b/wanvideo_2_2_5B_I2V_example_WIP.json
@@ -0,0 +1,1282 @@
+{
+ "id": "206247b6-9fec-4ed2-8927-e4f388c674d4",
+ "revision": 0,
+ "last_node_id": 97,
+ "last_link_id": 145,
+ "nodes": [
+ {
+ "id": 46,
+ "type": "WanVideoTextEmbedBridge",
+ "pos": [
+ 768.0983276367188,
+ 914.539794921875
+ ],
+ "size": [
+ 315,
+ 46
+ ],
+ "flags": {},
+ "order": 13,
+ "mode": 2,
+ "inputs": [
+ {
+ "name": "positive",
+ "type": "CONDITIONING",
+ "link": 54
+ },
+ {
+ "name": "negative",
+ "shape": 7,
+ "type": "CONDITIONING",
+ "link": 55
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+ "Node name for S&R": "WanVideoTextEmbedBridge"
+ },
+ "widgets_values": []
+ },
+ {
+ "id": 50,
+ "type": "CLIPTextEncode",
+ "pos": [
+ 318.0990905761719,
+ 1174.5400390625
+ ],
+ "size": [
+ 400,
+ 200
+ ],
+ "flags": {},
+ "order": 10,
+ "mode": 2,
+ "inputs": [
+ {
+ "name": "clip",
+ "type": "CLIP",
+ "link": 53
+ }
+ ],
+ "outputs": [
+ {
+ "name": "CONDITIONING",
+ "type": "CONDITIONING",
+ "slot_index": 0,
+ "links": [
+ 55
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfy-core",
+ "ver": "0.3.26",
+ "Node name for S&R": "CLIPTextEncode"
+ },
+ "widgets_values": [
+ "色调艳丽,过曝,静态,细节模糊不清,字幕,风格,作品,画作,画面,静止,整体发灰,最差质量,低质量,JPEG压缩残留,丑陋的,残缺的,多余的手指,画得不好的手部,画得不好的脸部,畸形的,毁容的,形态畸形的肢体,手指融合,静止不动的画面,杂乱的背景,三条腿,背景人很多,倒着走"
+ ]
+ },
+ {
+ "id": 48,
+ "type": "CLIPLoader",
+ "pos": [
+ -41.90084457397461,
+ 924.539794921875
+ ],
+ "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": [
+ 318.0990905761719,
+ 924.539794921875
+ ],
+ "size": [
+ 400,
+ 200
+ ],
+ "flags": {},
+ "order": 9,
+ "mode": 2,
+ "inputs": [
+ {
+ "name": "clip",
+ "type": "CLIP",
+ "link": 52
+ }
+ ],
+ "outputs": [
+ {
+ "name": "CONDITIONING",
+ "type": "CONDITIONING",
+ "slot_index": 0,
+ "links": [
+ 54
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfy-core",
+ "ver": "0.3.26",
+ "Node name for S&R": "CLIPTextEncode"
+ },
+ "widgets_values": [
+ "high quality nature video featuring a red panda balancing on a bamboo stem while a bird lands on it's head, on the background there is a waterfall"
+ ]
+ },
+ {
+ "id": 51,
+ "type": "Note",
+ "pos": [
+ -11.900712966918945,
+ 754.539306640625
+ ],
+ "size": [
+ 253.16725158691406,
+ 88
+ ],
+ "flags": {},
+ "order": 1,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "properties": {},
+ "widgets_values": [
+ "You can also use native ComfyUI text encoding with these nodes instead of the original, the models are node specific and can't otherwise be mixed."
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 11,
+ "type": "LoadWanVideoT5TextEncoder",
+ "pos": [
+ 161.7229461669922,
+ -501.2225036621094
+ ],
+ "size": [
+ 377.1661376953125,
+ 130
+ ],
+ "flags": {},
+ "order": 2,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "wan_t5_model",
+ "type": "WANTEXTENCODER",
+ "slot_index": 0,
+ "links": [
+ 15
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+ "Node name for S&R": "LoadWanVideoT5TextEncoder"
+ },
+ "widgets_values": [
+ "umt5-xxl-enc-bf16.safetensors",
+ "bf16",
+ "offload_device",
+ "disabled"
+ ],
+ "color": "#332922",
+ "bgcolor": "#593930"
+ },
+ {
+ "id": 70,
+ "type": "WanVideoEncode",
+ "pos": [
+ -81.78827667236328,
+ 24.176483154296875
+ ],
+ "size": [
+ 270,
+ 242
+ ],
+ "flags": {},
+ "order": 15,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 88
+ },
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 133
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "links": [
+ 103
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "17d48e3e450c7e75f60566e787404cb3d917f48e",
+ "Node name for S&R": "WanVideoEncode"
+ },
+ "widgets_values": [
+ false,
+ 272,
+ 272,
+ 144,
+ 128,
+ 0,
+ 1
+ ]
+ },
+ {
+ "id": 38,
+ "type": "WanVideoVAELoader",
+ "pos": [
+ 169.25408935546875,
+ -322.9471740722656
+ ],
+ "size": [
+ 372.7727966308594,
+ 82
+ ],
+ "flags": {},
+ "order": 3,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "slot_index": 0,
+ "links": [
+ 43,
+ 88
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+ "Node name for S&R": "WanVideoVAELoader"
+ },
+ "widgets_values": [
+ "wanvideo\\Wan2_2_VAE_bf16.safetensors",
+ "bf16"
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 35,
+ "type": "WanVideoTorchCompileSettings",
+ "pos": [
+ -303.0111999511719,
+ -842.4323120117188
+ ],
+ "size": [
+ 390.5999755859375,
+ 202
+ ],
+ "flags": {},
+ "order": 4,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "torch_compile_args",
+ "type": "WANCOMPILEARGS",
+ "slot_index": 0,
+ "links": [
+ 121
+ ]
+ }
+ ],
+ "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": 22,
+ "type": "WanVideoModelLoader",
+ "pos": [
+ 157.20700073242188,
+ -839.4575805664062
+ ],
+ "size": [
+ 477.4410095214844,
+ 274
+ ],
+ "flags": {},
+ "order": 11,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "compile_args",
+ "shape": 7,
+ "type": "WANCOMPILEARGS",
+ "link": 121
+ },
+ {
+ "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": [
+ 29,
+ 79
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+ "Node name for S&R": "WanVideoModelLoader"
+ },
+ "widgets_values": [
+ "WanVideo\\2_2\\wan2.2_ti2v_5B_fp16.safetensors",
+ "fp16_fast",
+ "disabled",
+ "offload_device",
+ "sageattn"
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 78,
+ "type": "WanVideoEmptyEmbeds",
+ "pos": [
+ 330.17205810546875,
+ -116.94092559814453
+ ],
+ "size": [
+ 272.431640625,
+ 126
+ ],
+ "flags": {},
+ "order": 16,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "control_embeds",
+ "shape": 7,
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "extra_latents",
+ "shape": 7,
+ "type": "LATENT",
+ "link": 103
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "widget": {
+ "name": "width"
+ },
+ "link": 100
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "widget": {
+ "name": "height"
+ },
+ "link": 101
+ }
+ ],
+ "outputs": [
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "links": [
+ 102
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "6bc53b771d5d2af316801cb69e2ee10dbf7d18b1",
+ "Node name for S&R": "WanVideoEmptyEmbeds"
+ },
+ "widgets_values": [
+ 832,
+ 480,
+ 121
+ ]
+ },
+ {
+ "id": 58,
+ "type": "LoadImage",
+ "pos": [
+ -1042.868408203125,
+ -97.90877532958984
+ ],
+ "size": [
+ 413.10479736328125,
+ 498.3180847167969
+ ],
+ "flags": {},
+ "order": 5,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 134
+ ]
+ },
+ {
+ "name": "MASK",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfy-core",
+ "ver": "0.3.26",
+ "Node name for S&R": "LoadImage"
+ },
+ "widgets_values": [
+ "image (658).png",
+ "image"
+ ],
+ "color": "#2a363b",
+ "bgcolor": "#3f5159"
+ },
+ {
+ "id": 28,
+ "type": "WanVideoDecode",
+ "pos": [
+ 1321.3648681640625,
+ -683.320556640625
+ ],
+ "size": [
+ 315,
+ 198
+ ],
+ "flags": {},
+ "order": 18,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 43
+ },
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "link": 117
+ }
+ ],
+ "outputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "slot_index": 0,
+ "links": [
+ 137
+ ]
+ }
+ ],
+ "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": 90,
+ "type": "WanVideoExperimentalArgs",
+ "pos": [
+ 918.6209106445312,
+ -165.79469299316406
+ ],
+ "size": [
+ 308.767578125,
+ 250
+ ],
+ "flags": {},
+ "order": 6,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "exp_args",
+ "type": "EXPERIMENTALARGS",
+ "links": [
+ 139
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "3f4e8433bdc7adeba7166b40e10ffcb36670f15d",
+ "Node name for S&R": "WanVideoExperimentalArgs"
+ },
+ "widgets_values": [
+ "",
+ true,
+ false,
+ 0,
+ false,
+ 1,
+ 1.25,
+ 20,
+ true
+ ]
+ },
+ {
+ "id": 94,
+ "type": "WanVideoEasyCache",
+ "pos": [
+ 966.5114135742188,
+ -510.91009521484375
+ ],
+ "size": [
+ 270,
+ 130
+ ],
+ "flags": {},
+ "order": 7,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "cache_args",
+ "type": "CACHEARGS",
+ "links": [
+ 141
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "3f4e8433bdc7adeba7166b40e10ffcb36670f15d",
+ "Node name for S&R": "WanVideoEasyCache"
+ },
+ "widgets_values": [
+ 0.015,
+ 10,
+ -1,
+ "offload_device"
+ ]
+ },
+ {
+ "id": 27,
+ "type": "WanVideoSampler",
+ "pos": [
+ 1315.2401123046875,
+ -401.48028564453125
+ ],
+ "size": [
+ 315,
+ 975
+ ],
+ "flags": {},
+ "order": 17,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "link": 29
+ },
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": 102
+ },
+ {
+ "name": "text_embeds",
+ "shape": 7,
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 30
+ },
+ {
+ "name": "samples",
+ "shape": 7,
+ "type": "LATENT",
+ "link": null
+ },
+ {
+ "name": "feta_args",
+ "shape": 7,
+ "type": "FETAARGS",
+ "link": null
+ },
+ {
+ "name": "context_options",
+ "shape": 7,
+ "type": "WANVIDCONTEXT",
+ "link": null
+ },
+ {
+ "name": "cache_args",
+ "shape": 7,
+ "type": "CACHEARGS",
+ "link": 141
+ },
+ {
+ "name": "flowedit_args",
+ "shape": 7,
+ "type": "FLOWEDITARGS",
+ "link": null
+ },
+ {
+ "name": "slg_args",
+ "shape": 7,
+ "type": "SLGARGS",
+ "link": 140
+ },
+ {
+ "name": "loop_args",
+ "shape": 7,
+ "type": "LOOPARGS",
+ "link": null
+ },
+ {
+ "name": "experimental_args",
+ "shape": 7,
+ "type": "EXPERIMENTALARGS",
+ "link": 139
+ },
+ {
+ "name": "sigmas",
+ "shape": 7,
+ "type": "SIGMAS",
+ "link": null
+ },
+ {
+ "name": "unianimate_poses",
+ "shape": 7,
+ "type": "UNIANIMATE_POSE",
+ "link": null
+ },
+ {
+ "name": "fantasytalking_embeds",
+ "shape": 7,
+ "type": "FANTASYTALKING_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "uni3c_embeds",
+ "shape": 7,
+ "type": "UNI3C_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "multitalk_embeds",
+ "shape": 7,
+ "type": "MULTITALK_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "freeinit_args",
+ "shape": 7,
+ "type": "FREEINITARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "slot_index": 0,
+ "links": [
+ 117
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
+ "Node name for S&R": "WanVideoSampler"
+ },
+ "widgets_values": [
+ 30,
+ 5,
+ 8,
+ 47,
+ "fixed",
+ true,
+ "flowmatch_pusa",
+ 0,
+ 1,
+ "",
+ "comfy",
+ 0,
+ -1,
+ ""
+ ]
+ },
+ {
+ "id": 16,
+ "type": "WanVideoTextEncode",
+ "pos": [
+ 412.7743225097656,
+ 135.32998657226562
+ ],
+ "size": [
+ 453.0067138671875,
+ 328.0239562988281
+ ],
+ "flags": {},
+ "order": 14,
+ "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": [
+ "the woman starts to play a violin",
+ "Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards\"",
+ true,
+ false,
+ "gpu"
+ ],
+ "color": "#332922",
+ "bgcolor": "#593930"
+ },
+ {
+ "id": 91,
+ "type": "WanVideoSLG",
+ "pos": [
+ 973.4921875,
+ 195.37266540527344
+ ],
+ "size": [
+ 270,
+ 106
+ ],
+ "flags": {},
+ "order": 8,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "slg_args",
+ "type": "SLGARGS",
+ "links": [
+ 140
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "3f4e8433bdc7adeba7166b40e10ffcb36670f15d",
+ "Node name for S&R": "WanVideoSLG"
+ },
+ "widgets_values": [
+ "7,8,9",
+ 0.1,
+ 0.7
+ ]
+ },
+ {
+ "id": 92,
+ "type": "VHS_VideoCombine",
+ "pos": [
+ 1710.9552001953125,
+ -869.0421142578125
+ ],
+ "size": [
+ 934.6708984375,
+ 1262.6708984375
+ ],
+ "flags": {},
+ "order": 19,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "link": 137
+ },
+ {
+ "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": 24,
+ "loop_count": 0,
+ "filename_prefix": "WanVideoWrapper_5BI2V",
+ "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": "WanVideoWrapper_5BI2V_00004.mp4",
+ "subfolder": "",
+ "type": "temp",
+ "format": "video/h264-mp4",
+ "frame_rate": 24,
+ "workflow": "WanVideoWrapper_5BI2V_00004.png",
+ "fullpath": "N:\\AI\\ComfyUI\\temp\\WanVideoWrapper_5BI2V_00004.mp4"
+ }
+ }
+ }
+ },
+ {
+ "id": 71,
+ "type": "ImageResizeKJv2",
+ "pos": [
+ -542.5422973632812,
+ -104.77092742919922
+ ],
+ "size": [
+ 270,
+ 336
+ ],
+ "flags": {},
+ "order": 12,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 134
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 133
+ ]
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "links": [
+ 100
+ ]
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "links": [
+ 101
+ ]
+ },
+ {
+ "name": "mask",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfyui-kjnodes",
+ "ver": "ad37ce656c13e9abea002b46e3a89be3dba32355",
+ "Node name for S&R": "ImageResizeKJv2"
+ },
+ "widgets_values": [
+ 1024,
+ 1024,
+ "lanczos",
+ "crop",
+ "0, 0, 0",
+ "center",
+ 32,
+ "cpu",
+ "
| Output: | 1 x 1024 x 1024 | 12.00MB |
"
+ ]
+ }
+ ],
+ "links": [
+ [
+ 15,
+ 11,
+ 0,
+ 16,
+ 0,
+ "WANTEXTENCODER"
+ ],
+ [
+ 29,
+ 22,
+ 0,
+ 27,
+ 0,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 30,
+ 16,
+ 0,
+ 27,
+ 2,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 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"
+ ],
+ [
+ 79,
+ 22,
+ 0,
+ 16,
+ 1,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 88,
+ 38,
+ 0,
+ 70,
+ 0,
+ "WANVAE"
+ ],
+ [
+ 100,
+ 71,
+ 1,
+ 78,
+ 2,
+ "INT"
+ ],
+ [
+ 101,
+ 71,
+ 2,
+ 78,
+ 3,
+ "INT"
+ ],
+ [
+ 102,
+ 78,
+ 0,
+ 27,
+ 1,
+ "WANVIDIMAGE_EMBEDS"
+ ],
+ [
+ 103,
+ 70,
+ 0,
+ 78,
+ 1,
+ "LATENT"
+ ],
+ [
+ 117,
+ 27,
+ 0,
+ 28,
+ 1,
+ "LATENT"
+ ],
+ [
+ 121,
+ 35,
+ 0,
+ 22,
+ 0,
+ "WANCOMPILEARGS"
+ ],
+ [
+ 133,
+ 71,
+ 0,
+ 70,
+ 1,
+ "IMAGE"
+ ],
+ [
+ 134,
+ 58,
+ 0,
+ 71,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 137,
+ 28,
+ 0,
+ 92,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 139,
+ 90,
+ 0,
+ 27,
+ 10,
+ "EXPERIMENTALARGS"
+ ],
+ [
+ 140,
+ 91,
+ 0,
+ 27,
+ 8,
+ "SLGARGS"
+ ],
+ [
+ 141,
+ 94,
+ 0,
+ 27,
+ 6,
+ "CACHEARGS"
+ ]
+ ],
+ "groups": [
+ {
+ "id": 1,
+ "title": "ComfyUI text encoding alternative",
+ "bounding": [
+ -104.71692657470703,
+ 610.6055908203125,
+ 1210.621337890625,
+ 805.9080810546875
+ ],
+ "color": "#3f789e",
+ "font_size": 24,
+ "flags": {}
+ }
+ ],
+ "config": {},
+ "extra": {
+ "ds": {
+ "scale": 0.8140274938684515,
+ "offset": [
+ 942.5383077736456,
+ 1079.3951185605747
+ ]
+ },
+ "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
+}
\ No newline at end of file
diff --git a/wanvideo_2_2_5B_Ovi_image_to_video_audio_10_seconds_example_01.json b/wanvideo_2_2_5B_Ovi_image_to_video_audio_10_seconds_example_01.json
new file mode 100644
index 0000000..505690f
--- /dev/null
+++ b/wanvideo_2_2_5B_Ovi_image_to_video_audio_10_seconds_example_01.json
@@ -0,0 +1,1507 @@
+{
+ "id": "7200c272-1c07-4834-9c36-c6ec5c140c21",
+ "revision": 0,
+ "last_node_id": 129,
+ "last_link_id": 213,
+ "nodes": [
+ {
+ "id": 111,
+ "type": "WanVideoEncode",
+ "pos": [
+ -489.00506591796875,
+ 735.4887084960938
+ ],
+ "size": [
+ 270,
+ 242
+ ],
+ "flags": {},
+ "order": 20,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 193
+ },
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 194
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "links": [
+ 195
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "de3c9c895a9b6730bfae10816ef955ed2b86b286",
+ "Node name for S&R": "WanVideoEncode"
+ },
+ "widgets_values": [
+ false,
+ 272,
+ 272,
+ 144,
+ 128,
+ 0,
+ 1
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 91,
+ "type": "WanVideoTorchCompileSettings",
+ "pos": [
+ -49.121726989746094,
+ 411.56317138671875
+ ],
+ "size": [
+ 342.74609375,
+ 250
+ ],
+ "flags": {},
+ "order": 0,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "torch_compile_args",
+ "type": "WANCOMPILEARGS",
+ "links": [
+ 164
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6",
+ "Node name for S&R": "WanVideoTorchCompileSettings"
+ },
+ "widgets_values": [
+ "inductor",
+ false,
+ "default",
+ false,
+ 64,
+ true,
+ 128,
+ false,
+ false
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 90,
+ "type": "WanVideoDecodeOviAudio",
+ "pos": [
+ 2096.255126953125,
+ 378.9918212890625
+ ],
+ "size": [
+ 221.3249969482422,
+ 46
+ ],
+ "flags": {},
+ "order": 24,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "mmaudio_vae",
+ "type": "MMAUDIOVAE",
+ "link": 161
+ },
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "link": 162
+ }
+ ],
+ "outputs": [
+ {
+ "name": "audio",
+ "type": "AUDIO",
+ "links": [
+ 163,
+ 190
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6",
+ "Node name for S&R": "WanVideoDecodeOviAudio"
+ },
+ "widgets_values": []
+ },
+ {
+ "id": 118,
+ "type": "WanVideoEasyCache",
+ "pos": [
+ 1571.8782958984375,
+ 343.36279296875
+ ],
+ "size": [
+ 270,
+ 130
+ ],
+ "flags": {},
+ "order": 1,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "cache_args",
+ "type": "CACHEARGS",
+ "links": []
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "de3c9c895a9b6730bfae10816ef955ed2b86b286",
+ "Node name for S&R": "WanVideoEasyCache"
+ },
+ "widgets_values": [
+ 0.015,
+ 10,
+ -1,
+ "offload_device"
+ ]
+ },
+ {
+ "id": 119,
+ "type": "MarkdownNote",
+ "pos": [
+ 381.6411437988281,
+ 132.2297821044922
+ ],
+ "size": [
+ 435.8609313964844,
+ 151.15599060058594
+ ],
+ "flags": {},
+ "order": 2,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Model links",
+ "properties": {},
+ "widgets_values": [
+ "fp8_scaled:\n\n[https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/TI2V/Ovi](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/TI2V/Ovi)\n\nbf16 and VAE:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Ovi](https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Ovi)"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 108,
+ "type": "PreviewAudio",
+ "pos": [
+ 2385.06689453125,
+ 195.56961059570312
+ ],
+ "size": [
+ 270,
+ 88
+ ],
+ "flags": {},
+ "order": 26,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "audio",
+ "type": "AUDIO",
+ "link": 190
+ }
+ ],
+ "outputs": [],
+ "properties": {
+ "cnr_id": "comfy-core",
+ "ver": "0.3.68",
+ "Node name for S&R": "PreviewAudio"
+ },
+ "widgets_values": [],
+ "color": "#323",
+ "bgcolor": "#535"
+ },
+ {
+ "id": 84,
+ "type": "WanVideoSetBlockSwap",
+ "pos": [
+ 1239.550537109375,
+ 484.6754150390625
+ ],
+ "size": [
+ 202.5749969482422,
+ 46
+ ],
+ "flags": {},
+ "order": 19,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "link": 152
+ },
+ {
+ "name": "block_swap_args",
+ "shape": 7,
+ "type": "BLOCKSWAPARGS",
+ "link": 154
+ }
+ ],
+ "outputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "links": [
+ 153
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoSetBlockSwap"
+ },
+ "widgets_values": []
+ },
+ {
+ "id": 127,
+ "type": "Note",
+ "pos": [
+ -103.42256164550781,
+ 896.5643310546875
+ ],
+ "size": [
+ 210,
+ 120.13328552246094
+ ],
+ "flags": {},
+ "order": 3,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: T2V or I2V",
+ "properties": {},
+ "widgets_values": [
+ "For Text-to-video, disconnect the extra_latent input and manually set your width and height here"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 122,
+ "type": "Note",
+ "pos": [
+ 1016.081298828125,
+ 594.9484252929688
+ ],
+ "size": [
+ 230,
+ 146
+ ],
+ "flags": {},
+ "order": 4,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: BF16 preferred",
+ "properties": {},
+ "widgets_values": [
+ "The original weights are only available in bf16, this model seem to have issues running in fp16 so if you get black output, make sure to use bf16 base_precision."
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 126,
+ "type": "Note",
+ "pos": [
+ 180.81106567382812,
+ 1191.43359375
+ ],
+ "size": [
+ 210,
+ 88
+ ],
+ "flags": {},
+ "order": 5,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: Audio latent",
+ "properties": {},
+ "widgets_values": [
+ "Default audio latent length is 157 for 121 frames, adjusting this is experimental!!"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 87,
+ "type": "WanVideoVAELoader",
+ "pos": [
+ -442.4852600097656,
+ 254.36587524414062
+ ],
+ "size": [
+ 350.5255126953125,
+ 88.4420394897461
+ ],
+ "flags": {},
+ "order": 6,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "compile_args",
+ "shape": 7,
+ "type": "WANCOMPILEARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "links": [
+ 159,
+ 193
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "1d940825636db49d5299e4f9634da6a8c36e26b8",
+ "Node name for S&R": "WanVideoVAELoader"
+ },
+ "widgets_values": [
+ "wanvideo\\Wan2_2_VAE_bf16.safetensors",
+ "bf16"
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 125,
+ "type": "WanVideoEmptyMMAudioLatents",
+ "pos": [
+ 187.17037963867188,
+ 1082.121337890625
+ ],
+ "size": [
+ 303.9961853027344,
+ 58
+ ],
+ "flags": {},
+ "order": 7,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "links": [
+ 211
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "de3c9c895a9b6730bfae10816ef955ed2b86b286",
+ "Node name for S&R": "WanVideoEmptyMMAudioLatents"
+ },
+ "widgets_values": [
+ 314
+ ]
+ },
+ {
+ "id": 81,
+ "type": "WanVideoEmptyEmbeds",
+ "pos": [
+ 173.6974334716797,
+ 899.3997802734375
+ ],
+ "size": [
+ 272.431640625,
+ 126
+ ],
+ "flags": {},
+ "order": 21,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "control_embeds",
+ "shape": 7,
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "extra_latents",
+ "shape": 7,
+ "type": "LATENT",
+ "link": 195
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "widget": {
+ "name": "width"
+ },
+ "link": 198
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "widget": {
+ "name": "height"
+ },
+ "link": 197
+ }
+ ],
+ "outputs": [
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "links": [
+ 178
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoEmptyEmbeds"
+ },
+ "widgets_values": [
+ 992,
+ 512,
+ 241
+ ]
+ },
+ {
+ "id": 86,
+ "type": "WanVideoDecode",
+ "pos": [
+ 2011.648007452393,
+ 582.8301297210694
+ ],
+ "size": [
+ 270,
+ 198
+ ],
+ "flags": {},
+ "order": 23,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 159
+ },
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "link": 158
+ }
+ ],
+ "outputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "links": [
+ 160
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "1d940825636db49d5299e4f9634da6a8c36e26b8",
+ "Node name for S&R": "WanVideoDecode"
+ },
+ "widgets_values": [
+ false,
+ 272,
+ 272,
+ 144,
+ 128,
+ "default"
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 109,
+ "type": "LoadImage",
+ "pos": [
+ -627.6065673828125,
+ 1102.4898681640625
+ ],
+ "size": [
+ 274.07501220703125,
+ 314
+ ],
+ "flags": {},
+ "order": 8,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 192
+ ]
+ },
+ {
+ "name": "MASK",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfy-core",
+ "ver": "0.3.68",
+ "Node name for S&R": "LoadImage"
+ },
+ "widgets_values": [
+ "6 (4).png",
+ "image"
+ ]
+ },
+ {
+ "id": 110,
+ "type": "ImageResizeKJv2",
+ "pos": [
+ -288.9114685058594,
+ 1109.3226318359375
+ ],
+ "size": [
+ 270,
+ 336
+ ],
+ "flags": {},
+ "order": 17,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 192
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 194
+ ]
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "links": [
+ 198
+ ]
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "links": [
+ 197
+ ]
+ },
+ {
+ "name": "mask",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "comfyui-kjnodes",
+ "ver": "c661baadd9683c0033cd2a6ad90157c6d099a6c2",
+ "Node name for S&R": "ImageResizeKJv2"
+ },
+ "widgets_values": [
+ 1280,
+ 720,
+ "lanczos",
+ "crop",
+ "0, 0, 0",
+ "center",
+ 32,
+ "cpu"
+ ]
+ },
+ {
+ "id": 89,
+ "type": "OviMMAudioVAELoader",
+ "pos": [
+ 1951.04345703125,
+ 192.66961669921875
+ ],
+ "size": [
+ 356.967529296875,
+ 106
+ ],
+ "flags": {},
+ "order": 9,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "mmaudio_vae",
+ "type": "MMAUDIOVAE",
+ "links": [
+ 161
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6",
+ "Node name for S&R": "OviMMAudioVAELoader"
+ },
+ "widgets_values": [
+ "mmaudio\\mmaudio_vae_16k_bf16.safetensors",
+ "mmaudio\\mmaudio_vocoder_bigvgan_best_netG_bf16.safetensors",
+ "bf16"
+ ],
+ "color": "#323",
+ "bgcolor": "#535"
+ },
+ {
+ "id": 12,
+ "type": "WanVideoModelLoader",
+ "pos": [
+ 384.0904235839844,
+ 437.55438232421875
+ ],
+ "size": [
+ 609.2658081054688,
+ 318
+ ],
+ "flags": {},
+ "order": 16,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "compile_args",
+ "shape": 7,
+ "type": "WANCOMPILEARGS",
+ "link": 164
+ },
+ {
+ "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": "extra_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
+ },
+ {
+ "name": "fantasyportrait_model",
+ "shape": 7,
+ "type": "FANTASYPORTRAITMODEL",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "links": [
+ 152
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "37365817e82c3d6057fcb0a5d7f952f7376f096a",
+ "Node name for S&R": "WanVideoModelLoader"
+ },
+ "widgets_values": [
+ "WanVideo\\Ovi\\model_960x960_10s.safetensors",
+ "bf16",
+ "disabled",
+ "offload_device",
+ "sageattn",
+ "default"
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 83,
+ "type": "WanVideoBlockSwap",
+ "pos": [
+ 845.3103637695312,
+ 129.08203125
+ ],
+ "size": [
+ 281.404296875,
+ 202
+ ],
+ "flags": {},
+ "order": 10,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "block_swap_args",
+ "type": "BLOCKSWAPARGS",
+ "links": [
+ 154
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoBlockSwap"
+ },
+ "widgets_values": [
+ 34,
+ false,
+ false,
+ true,
+ 0,
+ 1,
+ false
+ ]
+ },
+ {
+ "id": 80,
+ "type": "WanVideoSampler",
+ "pos": [
+ 1564.8895263671875,
+ 562.7935180664062
+ ],
+ "size": [
+ 327.80859375,
+ 873.2947265625
+ ],
+ "flags": {},
+ "order": 22,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "link": 153
+ },
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": 178
+ },
+ {
+ "name": "text_embeds",
+ "shape": 7,
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 170
+ },
+ {
+ "name": "samples",
+ "shape": 7,
+ "type": "LATENT",
+ "link": 211
+ },
+ {
+ "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": 191
+ },
+ {
+ "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",
+ "links": [
+ 158,
+ 162
+ ]
+ },
+ {
+ "name": "denoised_samples",
+ "type": "LATENT",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoSampler"
+ },
+ "widgets_values": [
+ 50,
+ 4,
+ 5,
+ 45,
+ "fixed",
+ true,
+ "euler",
+ 0,
+ 1,
+ false,
+ "default",
+ 0,
+ -1,
+ false
+ ]
+ },
+ {
+ "id": 85,
+ "type": "WanVideoTextEncodeCached",
+ "pos": [
+ 412.3809509277344,
+ 1240.6162109375
+ ],
+ "size": [
+ 569.788818359375,
+ 595.4622192382812
+ ],
+ "flags": {},
+ "order": 11,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "extender_args",
+ "shape": 7,
+ "type": "WANVIDEOPROMPTEXTENDER_ARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 167
+ ]
+ },
+ {
+ "name": "negative_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": null
+ },
+ {
+ "name": "positive_prompt",
+ "type": "STRING",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoTextEncodeCached"
+ },
+ "widgets_values": [
+ "umt5-xxl-enc-bf16.safetensors",
+ "bf16",
+ "A large, brown, leather-clad automaton, holding a worn book, stands next to a small, blue, pig-shaped car in a dimly lit, rustic workshop. The automaton sighs and stretches, looking downwards. A small, orange-skinned character, wearing a pilot helmet adorned with colorful gadgets, pops up from the pig car, initially looking sleepy. The character lets out a big yawn, then slowly blinks awake, a smile spreading across its face. It then eagerly asks, Aren't we gonna test out my car in glorious ten second Ovi mode? Turning towards the automaton, it excitedly calls out, Hey, Gaga, check it out, we finally get enough time to hit second gear! As it gestures, beginning to say Isn't my piggy basically a cinematic universe now?, the automaton's hand abruptly drops the book. Audio: A soft sigh, a loud yawn, a high-pitched, enthusiastic child's voice, a sudden thud.",
+ "jitter, bad hands, blur, distortion",
+ "disabled",
+ false,
+ "gpu"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 93,
+ "type": "WanVideoSLG",
+ "pos": [
+ 1102.8239013671875,
+ 905.1013565063474
+ ],
+ "size": [
+ 270,
+ 106
+ ],
+ "flags": {},
+ "order": 12,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "slg_args",
+ "type": "SLGARGS",
+ "links": [
+ 191
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6",
+ "Node name for S&R": "WanVideoSLG"
+ },
+ "widgets_values": [
+ "11",
+ 0,
+ 1
+ ]
+ },
+ {
+ "id": 94,
+ "type": "WanVideoOviCFG",
+ "pos": [
+ 1063.1351196289065,
+ 1069.2679473876954
+ ],
+ "size": [
+ 316.470703125,
+ 78
+ ],
+ "flags": {},
+ "order": 18,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "original_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 167
+ },
+ {
+ "name": "ovi_negative_text_embeds",
+ "shape": 7,
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 213
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 170
+ ]
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6",
+ "Node name for S&R": "WanVideoOviCFG"
+ },
+ "widgets_values": [
+ 3
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 96,
+ "type": "WanVideoTextEncodeCached",
+ "pos": [
+ 1022.1392211914062,
+ 1233.183837890625
+ ],
+ "size": [
+ 452.4334411621094,
+ 588.8506469726562
+ ],
+ "flags": {},
+ "order": 13,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "extender_args",
+ "shape": 7,
+ "type": "WANVIDEOPROMPTEXTENDER_ARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": []
+ },
+ {
+ "name": "negative_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 213
+ ]
+ },
+ {
+ "name": "positive_prompt",
+ "type": "STRING",
+ "links": null
+ }
+ ],
+ "properties": {
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098",
+ "Node name for S&R": "WanVideoTextEncodeCached"
+ },
+ "widgets_values": [
+ "umt5-xxl-enc-bf16.safetensors",
+ "bf16",
+ "",
+ "robotic, muffled, echo, distorted",
+ "disabled",
+ true,
+ "gpu"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 88,
+ "type": "VHS_VideoCombine",
+ "pos": [
+ 2376.7099609375,
+ 387.7659912109375
+ ],
+ "size": [
+ 903.5481567382812,
+ 833.9514862060547
+ ],
+ "flags": {},
+ "order": 25,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "link": 160
+ },
+ {
+ "name": "audio",
+ "shape": 7,
+ "type": "AUDIO",
+ "link": 163
+ },
+ {
+ "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": "0edce8ef7ce173ac97a3ed3d6f4636029d1a4530",
+ "Node name for S&R": "VHS_VideoCombine"
+ },
+ "widgets_values": {
+ "frame_rate": 24,
+ "loop_count": 0,
+ "filename_prefix": "WanVideo_Ovi",
+ "format": "video/h264-mp4",
+ "pix_fmt": "yuv420p",
+ "crf": 20,
+ "save_metadata": true,
+ "trim_to_audio": false,
+ "pingpong": false,
+ "save_output": true,
+ "videopreview": {
+ "hidden": false,
+ "paused": false,
+ "params": {
+ "filename": "WanVideo_Ovi_00024-audio.mp4",
+ "subfolder": "",
+ "type": "output",
+ "format": "video/h264-mp4",
+ "frame_rate": 24,
+ "workflow": "WanVideo_Ovi_00024.png",
+ "fullpath": "N:\\AI\\ComfyUI\\output\\WanVideo_Ovi_00024-audio.mp4"
+ }
+ }
+ }
+ },
+ {
+ "id": 120,
+ "type": "Note",
+ "pos": [
+ 530.448419189453,
+ 929.5005096435547
+ ],
+ "size": [
+ 369.08479725230814,
+ 177.81822065873598
+ ],
+ "flags": {},
+ "order": 14,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: Prompts",
+ "properties": {},
+ "widgets_values": [
+ "Ovi uses same positive prompt for both models, the tags and are MANDATORY and the spoken words should be inside them.\n\nFor the firstly released 720x720 5 seconds model, audio captions are between and . \n\nFor the newer models, audio captions come after the main prompt, starting with \"Audio:\"\n\nThe negative prompt can be different for each model."
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 129,
+ "type": "Note",
+ "pos": [
+ 1555.6138399436381,
+ 194.76287044872112
+ ],
+ "size": [
+ 299.7199999999998,
+ 88
+ ],
+ "flags": {},
+ "order": 15,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "properties": {},
+ "widgets_values": [
+ "EasyCache can be used to accelerate the generation, can affect video quality"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ }
+ ],
+ "links": [
+ [
+ 152,
+ 12,
+ 0,
+ 84,
+ 0,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 153,
+ 84,
+ 0,
+ 80,
+ 0,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 154,
+ 83,
+ 0,
+ 84,
+ 1,
+ "BLOCKSWAPARGS"
+ ],
+ [
+ 158,
+ 80,
+ 0,
+ 86,
+ 1,
+ "LATENT"
+ ],
+ [
+ 159,
+ 87,
+ 0,
+ 86,
+ 0,
+ "WANVAE"
+ ],
+ [
+ 160,
+ 86,
+ 0,
+ 88,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 161,
+ 89,
+ 0,
+ 90,
+ 0,
+ "MMAUDIOVAE"
+ ],
+ [
+ 162,
+ 80,
+ 0,
+ 90,
+ 1,
+ "LATENT"
+ ],
+ [
+ 163,
+ 90,
+ 0,
+ 88,
+ 1,
+ "AUDIO"
+ ],
+ [
+ 164,
+ 91,
+ 0,
+ 12,
+ 0,
+ "WANCOMPILEARGS"
+ ],
+ [
+ 167,
+ 85,
+ 0,
+ 94,
+ 0,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 170,
+ 94,
+ 0,
+ 80,
+ 2,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 178,
+ 81,
+ 0,
+ 80,
+ 1,
+ "WANVIDIMAGE_EMBEDS"
+ ],
+ [
+ 190,
+ 90,
+ 0,
+ 108,
+ 0,
+ "AUDIO"
+ ],
+ [
+ 191,
+ 93,
+ 0,
+ 80,
+ 8,
+ "SLGARGS"
+ ],
+ [
+ 192,
+ 109,
+ 0,
+ 110,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 193,
+ 87,
+ 0,
+ 111,
+ 0,
+ "WANVAE"
+ ],
+ [
+ 194,
+ 110,
+ 0,
+ 111,
+ 1,
+ "IMAGE"
+ ],
+ [
+ 195,
+ 111,
+ 0,
+ 81,
+ 1,
+ "LATENT"
+ ],
+ [
+ 197,
+ 110,
+ 2,
+ 81,
+ 3,
+ "INT"
+ ],
+ [
+ 198,
+ 110,
+ 1,
+ 81,
+ 2,
+ "INT"
+ ],
+ [
+ 211,
+ 125,
+ 0,
+ 80,
+ 3,
+ "LATENT"
+ ],
+ [
+ 213,
+ 96,
+ 1,
+ 94,
+ 1,
+ "WANVIDEOTEXTEMBEDS"
+ ]
+ ],
+ "groups": [],
+ "config": {},
+ "extra": {
+ "ds": {
+ "scale": 0.6209213230591552,
+ "offset": [
+ 1039.1538781007953,
+ 46.393301813241735
+ ]
+ },
+ "frontendVersion": "1.32.0",
+ "VHS_latentpreview": true,
+ "VHS_latentpreviewrate": 0,
+ "VHS_MetadataImage": true,
+ "VHS_KeepIntermediate": true,
+ "node_versions": {
+ "ComfyUI-WanVideoWrapper": "da43a516839b7bc50b21f53f1c4551862c872eac",
+ "ComfyUI-KJNodes": "3fcd22f2fe2be69c3229f192362b91888277cbcb",
+ "comfy-core": "0.3.64",
+ "comfyui-videohelpersuite": "8e4d79471bf1952154768e8435a9300077b534fa"
+ }
+ },
+ "version": 0.4
+}
\ No newline at end of file
diff --git a/wanvideo_2_2_5B_Ovi_image_to_video_audio_example_01.json b/wanvideo_2_2_5B_Ovi_image_to_video_audio_example_01.json
new file mode 100644
index 0000000..e5455e4
--- /dev/null
+++ b/wanvideo_2_2_5B_Ovi_image_to_video_audio_example_01.json
@@ -0,0 +1,1529 @@
+{
+ "id": "7200c272-1c07-4834-9c36-c6ec5c140c21",
+ "revision": 0,
+ "last_node_id": 127,
+ "last_link_id": 211,
+ "nodes": [
+ {
+ "id": 93,
+ "type": "WanVideoSLG",
+ "pos": [
+ 1227.490478515625,
+ 1009.968017578125
+ ],
+ "size": [
+ 270,
+ 106
+ ],
+ "flags": {},
+ "order": 0,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "slg_args",
+ "type": "SLGARGS",
+ "links": [
+ 191
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoSLG",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6"
+ },
+ "widgets_values": [
+ "11",
+ 0,
+ 1
+ ]
+ },
+ {
+ "id": 94,
+ "type": "WanVideoOviCFG",
+ "pos": [
+ 1096.868408203125,
+ 858.80126953125
+ ],
+ "size": [
+ 316.470703125,
+ 78
+ ],
+ "flags": {},
+ "order": 18,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "original_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 167
+ },
+ {
+ "name": "ovi_negative_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 169
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 170
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoOviCFG",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6"
+ },
+ "widgets_values": [
+ 3
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 111,
+ "type": "WanVideoEncode",
+ "pos": [
+ -489.00506591796875,
+ 735.4887084960938
+ ],
+ "size": [
+ 270,
+ 242
+ ],
+ "flags": {},
+ "order": 19,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 193
+ },
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 194
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "links": [
+ 195
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoEncode"
+ },
+ "widgets_values": [
+ false,
+ 272,
+ 272,
+ 144,
+ 128,
+ 0,
+ 1
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 96,
+ "type": "WanVideoTextEncodeCached",
+ "pos": [
+ 1022.1392211914062,
+ 1233.183837890625
+ ],
+ "size": [
+ 452.4334411621094,
+ 588.8506469726562
+ ],
+ "flags": {},
+ "order": 1,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "extender_args",
+ "shape": 7,
+ "type": "WANVIDEOPROMPTEXTENDER_ARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": []
+ },
+ {
+ "name": "negative_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 169
+ ]
+ },
+ {
+ "name": "positive_prompt",
+ "type": "STRING",
+ "links": null
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoTextEncodeCached",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ "umt5-xxl-enc-bf16.safetensors",
+ "bf16",
+ "",
+ "robotic, muffled, echo, distorted",
+ "disabled",
+ true,
+ "gpu"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 81,
+ "type": "WanVideoEmptyEmbeds",
+ "pos": [
+ 173.6974334716797,
+ 899.3997802734375
+ ],
+ "size": [
+ 272.431640625,
+ 126
+ ],
+ "flags": {},
+ "order": 21,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "control_embeds",
+ "shape": 7,
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": null
+ },
+ {
+ "name": "extra_latents",
+ "shape": 7,
+ "type": "LATENT",
+ "link": 195
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "widget": {
+ "name": "width"
+ },
+ "link": 198
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "widget": {
+ "name": "height"
+ },
+ "link": 197
+ }
+ ],
+ "outputs": [
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "links": [
+ 178
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoEmptyEmbeds",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ 992,
+ 512,
+ 121
+ ]
+ },
+ {
+ "id": 12,
+ "type": "WanVideoModelLoader",
+ "pos": [
+ 384.0904235839844,
+ 437.55438232421875
+ ],
+ "size": [
+ 609.2658081054688,
+ 318
+ ],
+ "flags": {},
+ "order": 17,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "compile_args",
+ "shape": 7,
+ "type": "WANCOMPILEARGS",
+ "link": 164
+ },
+ {
+ "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": "extra_model",
+ "shape": 7,
+ "type": "VACEPATH",
+ "link": 157
+ },
+ {
+ "name": "fantasytalking_model",
+ "shape": 7,
+ "type": "FANTASYTALKINGMODEL",
+ "link": null
+ },
+ {
+ "name": "multitalk_model",
+ "shape": 7,
+ "type": "MULTITALKMODEL",
+ "link": null
+ },
+ {
+ "name": "fantasyportrait_model",
+ "shape": 7,
+ "type": "FANTASYPORTRAITMODEL",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "links": [
+ 152
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoModelLoader",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "37365817e82c3d6057fcb0a5d7f952f7376f096a"
+ },
+ "widgets_values": [
+ "WanVideo/Ovi/Wan_2_1_Ovi_video_model_bf16.safetensors",
+ "bf16",
+ "disabled",
+ "offload_device",
+ "sageattn",
+ "default"
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 110,
+ "type": "ImageResizeKJv2",
+ "pos": [
+ -288.9114685058594,
+ 1109.3226318359375
+ ],
+ "size": [
+ 270,
+ 336
+ ],
+ "flags": {},
+ "order": 16,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "image",
+ "type": "IMAGE",
+ "link": 192
+ },
+ {
+ "name": "mask",
+ "shape": 7,
+ "type": "MASK",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 194
+ ]
+ },
+ {
+ "name": "width",
+ "type": "INT",
+ "links": [
+ 198
+ ]
+ },
+ {
+ "name": "height",
+ "type": "INT",
+ "links": [
+ 197
+ ]
+ },
+ {
+ "name": "mask",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "ImageResizeKJv2"
+ },
+ "widgets_values": [
+ 704,
+ 704,
+ "lanczos",
+ "crop",
+ "0, 0, 0",
+ "center",
+ 32,
+ "cpu"
+ ]
+ },
+ {
+ "id": 87,
+ "type": "WanVideoVAELoader",
+ "pos": [
+ -442.4852600097656,
+ 254.36587524414062
+ ],
+ "size": [
+ 350.5255126953125,
+ 88.4420394897461
+ ],
+ "flags": {},
+ "order": 2,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "compile_args",
+ "shape": 7,
+ "type": "WANCOMPILEARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "links": [
+ 159,
+ 193
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoVAELoader",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "1d940825636db49d5299e4f9634da6a8c36e26b8"
+ },
+ "widgets_values": [
+ "Wan2_2_VAE_bf16.safetensors",
+ "bf16"
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 109,
+ "type": "LoadImage",
+ "pos": [
+ -627.6065673828125,
+ 1102.4898681640625
+ ],
+ "size": [
+ 274.07501220703125,
+ 314
+ ],
+ "flags": {},
+ "order": 3,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "IMAGE",
+ "type": "IMAGE",
+ "links": [
+ 192
+ ]
+ },
+ {
+ "name": "MASK",
+ "type": "MASK",
+ "links": null
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "LoadImage"
+ },
+ "widgets_values": [
+ "oldman_upscaled.png",
+ "image"
+ ]
+ },
+ {
+ "id": 78,
+ "type": "WanVideoExtraModelSelect",
+ "pos": [
+ -94.38870239257812,
+ 693.997314453125
+ ],
+ "size": [
+ 412.5594177246094,
+ 58
+ ],
+ "flags": {},
+ "order": 4,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "prev_model",
+ "shape": 7,
+ "type": "VACEPATH",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "extra_model",
+ "type": "VACEPATH",
+ "links": [
+ 157
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoExtraModelSelect",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ "WanVideo/Ovi/Wan_2_1_Ovi_audio_model_bf16.safetensors"
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 91,
+ "type": "WanVideoTorchCompileSettings",
+ "pos": [
+ -49.121726989746094,
+ 411.56317138671875
+ ],
+ "size": [
+ 342.74609375,
+ 202
+ ],
+ "flags": {},
+ "order": 5,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "torch_compile_args",
+ "type": "WANCOMPILEARGS",
+ "links": [
+ 164
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoTorchCompileSettings",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6"
+ },
+ "widgets_values": [
+ "inductor",
+ false,
+ "default",
+ false,
+ 64,
+ true,
+ 128
+ ],
+ "color": "#223",
+ "bgcolor": "#335"
+ },
+ {
+ "id": 86,
+ "type": "WanVideoDecode",
+ "pos": [
+ 1959.91650390625,
+ 504.7447814941406
+ ],
+ "size": [
+ 270,
+ 198
+ ],
+ "flags": {},
+ "order": 23,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "vae",
+ "type": "WANVAE",
+ "link": 159
+ },
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "link": 158
+ }
+ ],
+ "outputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "links": [
+ 160
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoDecode",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "1d940825636db49d5299e4f9634da6a8c36e26b8"
+ },
+ "widgets_values": [
+ false,
+ 272,
+ 272,
+ 144,
+ 128,
+ "default"
+ ],
+ "color": "#322",
+ "bgcolor": "#533"
+ },
+ {
+ "id": 90,
+ "type": "WanVideoDecodeOviAudio",
+ "pos": [
+ 2096.255126953125,
+ 378.9918212890625
+ ],
+ "size": [
+ 221.3249969482422,
+ 46
+ ],
+ "flags": {},
+ "order": 24,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "mmaudio_vae",
+ "type": "MMAUDIOVAE",
+ "link": 161
+ },
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "link": 162
+ }
+ ],
+ "outputs": [
+ {
+ "name": "audio",
+ "type": "AUDIO",
+ "links": [
+ 163,
+ 190
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoDecodeOviAudio",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6"
+ },
+ "widgets_values": []
+ },
+ {
+ "id": 118,
+ "type": "WanVideoEasyCache",
+ "pos": [
+ 1571.8782958984375,
+ 343.36279296875
+ ],
+ "size": [
+ 270,
+ 130
+ ],
+ "flags": {},
+ "order": 6,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "cache_args",
+ "type": "CACHEARGS",
+ "links": [
+ 210
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoEasyCache"
+ },
+ "widgets_values": [
+ 0.015,
+ 10,
+ -1,
+ "offload_device"
+ ]
+ },
+ {
+ "id": 83,
+ "type": "WanVideoBlockSwap",
+ "pos": [
+ 845.3103637695312,
+ 129.08203125
+ ],
+ "size": [
+ 281.404296875,
+ 202
+ ],
+ "flags": {},
+ "order": 7,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "block_swap_args",
+ "type": "BLOCKSWAPARGS",
+ "links": [
+ 154
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoBlockSwap",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ 15,
+ false,
+ false,
+ true,
+ 0,
+ 1,
+ false
+ ]
+ },
+ {
+ "id": 80,
+ "type": "WanVideoSampler",
+ "pos": [
+ 1564.8895263671875,
+ 562.7935180664062
+ ],
+ "size": [
+ 327.80859375,
+ 1011.80859375
+ ],
+ "flags": {},
+ "order": 22,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "link": 153
+ },
+ {
+ "name": "image_embeds",
+ "type": "WANVIDIMAGE_EMBEDS",
+ "link": 178
+ },
+ {
+ "name": "text_embeds",
+ "shape": 7,
+ "type": "WANVIDEOTEXTEMBEDS",
+ "link": 170
+ },
+ {
+ "name": "samples",
+ "shape": 7,
+ "type": "LATENT",
+ "link": 211
+ },
+ {
+ "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": 210
+ },
+ {
+ "name": "flowedit_args",
+ "shape": 7,
+ "type": "FLOWEDITARGS",
+ "link": null
+ },
+ {
+ "name": "slg_args",
+ "shape": 7,
+ "type": "SLGARGS",
+ "link": 191
+ },
+ {
+ "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",
+ "links": [
+ 158,
+ 162
+ ]
+ },
+ {
+ "name": "denoised_samples",
+ "type": "LATENT",
+ "links": null
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoSampler",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ 50,
+ 4,
+ 5,
+ 42,
+ "fixed",
+ true,
+ "unipc",
+ 0,
+ 1,
+ false,
+ "default",
+ 0,
+ -1,
+ false
+ ]
+ },
+ {
+ "id": 119,
+ "type": "MarkdownNote",
+ "pos": [
+ 381.6411437988281,
+ 132.2297821044922
+ ],
+ "size": [
+ 435.8609313964844,
+ 151.15599060058594
+ ],
+ "flags": {},
+ "order": 8,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Model links",
+ "properties": {},
+ "widgets_values": [
+ "fp8_scaled:\n\n[https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/TI2V/Ovi](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/TI2V/Ovi)\n\nbf16 and VAE:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Ovi](https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Ovi)"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 89,
+ "type": "OviMMAudioVAELoader",
+ "pos": [
+ 1951.04345703125,
+ 192.66961669921875
+ ],
+ "size": [
+ 356.967529296875,
+ 106
+ ],
+ "flags": {},
+ "order": 9,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "mmaudio_vae",
+ "type": "MMAUDIOVAE",
+ "links": [
+ 161
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "OviMMAudioVAELoader",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "260c181e0ee11e0fcd1595c430c3c5357870e2c6"
+ },
+ "widgets_values": [
+ "mmaudio_vae_16k_fp32.safetensors",
+ "mmaudio_vocoder_bigvgan_best_netG_fp32.safetensors",
+ "fp32"
+ ],
+ "color": "#323",
+ "bgcolor": "#535"
+ },
+ {
+ "id": 108,
+ "type": "PreviewAudio",
+ "pos": [
+ 2385.06689453125,
+ 195.56961059570312
+ ],
+ "size": [
+ 270,
+ 88
+ ],
+ "flags": {},
+ "order": 26,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "audio",
+ "type": "AUDIO",
+ "link": 190
+ }
+ ],
+ "outputs": [],
+ "properties": {
+ "Node name for S&R": "PreviewAudio"
+ },
+ "widgets_values": [],
+ "color": "#323",
+ "bgcolor": "#535"
+ },
+ {
+ "id": 84,
+ "type": "WanVideoSetBlockSwap",
+ "pos": [
+ 1239.550537109375,
+ 484.6754150390625
+ ],
+ "size": [
+ 202.5749969482422,
+ 46
+ ],
+ "flags": {},
+ "order": 20,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "link": 152
+ },
+ {
+ "name": "block_swap_args",
+ "shape": 7,
+ "type": "BLOCKSWAPARGS",
+ "link": 154
+ }
+ ],
+ "outputs": [
+ {
+ "name": "model",
+ "type": "WANVIDEOMODEL",
+ "links": [
+ 153
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoSetBlockSwap",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": []
+ },
+ {
+ "id": 125,
+ "type": "WanVideoEmptyMMAudioLatents",
+ "pos": [
+ 187.17037963867188,
+ 1082.121337890625
+ ],
+ "size": [
+ 303.9961853027344,
+ 58
+ ],
+ "flags": {},
+ "order": 10,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [
+ {
+ "name": "samples",
+ "type": "LATENT",
+ "links": [
+ 211
+ ]
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoEmptyMMAudioLatents"
+ },
+ "widgets_values": [
+ 157
+ ]
+ },
+ {
+ "id": 85,
+ "type": "WanVideoTextEncodeCached",
+ "pos": [
+ 412.3809509277344,
+ 1240.6162109375
+ ],
+ "size": [
+ 569.788818359375,
+ 595.4622192382812
+ ],
+ "flags": {},
+ "order": 11,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "extender_args",
+ "shape": 7,
+ "type": "WANVIDEOPROMPTEXTENDER_ARGS",
+ "link": null
+ }
+ ],
+ "outputs": [
+ {
+ "name": "text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": [
+ 167
+ ]
+ },
+ {
+ "name": "negative_text_embeds",
+ "type": "WANVIDEOTEXTEMBEDS",
+ "links": null
+ },
+ {
+ "name": "positive_prompt",
+ "type": "STRING",
+ "links": null
+ }
+ ],
+ "properties": {
+ "Node name for S&R": "WanVideoTextEncodeCached",
+ "cnr_id": "ComfyUI-WanVideoWrapper",
+ "ver": "269a14f413ae1fcddfe54fc631688fc8ee032098"
+ },
+ "widgets_values": [
+ "umt5-xxl-enc-bf16.safetensors",
+ "bf16",
+ "A tired old man is very sarcastically saying: Oh great, they are making me talk now too.. Clear older male voices speaking dialogue, subtle outdoor ambience.",
+ "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",
+ "disabled",
+ false,
+ "gpu"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 127,
+ "type": "Note",
+ "pos": [
+ -103.42256164550781,
+ 896.5643310546875
+ ],
+ "size": [
+ 210,
+ 120.13328552246094
+ ],
+ "flags": {},
+ "order": 12,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: T2V or I2V",
+ "properties": {},
+ "widgets_values": [
+ "For Text-to-video, disconnect the extra_latent input and manually set your width and height here"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 120,
+ "type": "Note",
+ "pos": [
+ 602.3150634765625,
+ 1056.3671875
+ ],
+ "size": [
+ 353.9333190917969,
+ 122.66668701171875
+ ],
+ "flags": {},
+ "order": 13,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: Prompts",
+ "properties": {},
+ "widgets_values": [
+ "Ovi uses same positive prompt for both models, the tags and are MANDATORY and the spoken words should be inside them, the and are optinal descriptions of the audio.\n\nThe negative prompt can be different for each model."
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 122,
+ "type": "Note",
+ "pos": [
+ 1016.081298828125,
+ 594.9484252929688
+ ],
+ "size": [
+ 230,
+ 146
+ ],
+ "flags": {},
+ "order": 14,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: BF16 preferred",
+ "properties": {},
+ "widgets_values": [
+ "The original weights are only available in bf16, this model seem to have issues running in fp16 so if you get black output, make sure to use bf16 base_precision."
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 126,
+ "type": "Note",
+ "pos": [
+ 180.81106567382812,
+ 1191.43359375
+ ],
+ "size": [
+ 210,
+ 88
+ ],
+ "flags": {},
+ "order": 15,
+ "mode": 0,
+ "inputs": [],
+ "outputs": [],
+ "title": "Note: Audio latent",
+ "properties": {},
+ "widgets_values": [
+ "Default audio latent length is 157 for 121 frames, adjusting this is experimental!!"
+ ],
+ "color": "#432",
+ "bgcolor": "#653"
+ },
+ {
+ "id": 88,
+ "type": "VHS_VideoCombine",
+ "pos": [
+ 2376.7099609375,
+ 387.7659912109375
+ ],
+ "size": [
+ 903.5481567382812,
+ 334
+ ],
+ "flags": {},
+ "order": 25,
+ "mode": 0,
+ "inputs": [
+ {
+ "name": "images",
+ "type": "IMAGE",
+ "link": 160
+ },
+ {
+ "name": "audio",
+ "shape": 7,
+ "type": "AUDIO",
+ "link": 163
+ },
+ {
+ "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": {
+ "Node name for S&R": "VHS_VideoCombine",
+ "cnr_id": "comfyui-videohelpersuite",
+ "ver": "0edce8ef7ce173ac97a3ed3d6f4636029d1a4530"
+ },
+ "widgets_values": {
+ "frame_rate": 24,
+ "loop_count": 0,
+ "filename_prefix": "WanVideo_Ovi",
+ "format": "video/h264-mp4",
+ "pix_fmt": "yuv420p",
+ "crf": 20,
+ "save_metadata": true,
+ "trim_to_audio": false,
+ "pingpong": false,
+ "save_output": true,
+ "videopreview": {
+ "hidden": false,
+ "paused": false,
+ "params": {
+ "filename": "WanVideo_Ovi_00027-audio.webm",
+ "subfolder": "",
+ "type": "temp",
+ "format": "video/webm",
+ "frame_rate": 24,
+ "workflow": "WanVideo_Ovi_00027.png",
+ "fullpath": "/home/kijai/AI/ComfyUI/temp/WanVideo_Ovi_00027-audio.webm"
+ }
+ }
+ }
+ }
+ ],
+ "links": [
+ [
+ 152,
+ 12,
+ 0,
+ 84,
+ 0,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 153,
+ 84,
+ 0,
+ 80,
+ 0,
+ "WANVIDEOMODEL"
+ ],
+ [
+ 154,
+ 83,
+ 0,
+ 84,
+ 1,
+ "BLOCKSWAPARGS"
+ ],
+ [
+ 157,
+ 78,
+ 0,
+ 12,
+ 4,
+ "VACEPATH"
+ ],
+ [
+ 158,
+ 80,
+ 0,
+ 86,
+ 1,
+ "LATENT"
+ ],
+ [
+ 159,
+ 87,
+ 0,
+ 86,
+ 0,
+ "WANVAE"
+ ],
+ [
+ 160,
+ 86,
+ 0,
+ 88,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 161,
+ 89,
+ 0,
+ 90,
+ 0,
+ "MMAUDIOVAE"
+ ],
+ [
+ 162,
+ 80,
+ 0,
+ 90,
+ 1,
+ "LATENT"
+ ],
+ [
+ 163,
+ 90,
+ 0,
+ 88,
+ 1,
+ "AUDIO"
+ ],
+ [
+ 164,
+ 91,
+ 0,
+ 12,
+ 0,
+ "WANCOMPILEARGS"
+ ],
+ [
+ 167,
+ 85,
+ 0,
+ 94,
+ 0,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 169,
+ 96,
+ 1,
+ 94,
+ 1,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 170,
+ 94,
+ 0,
+ 80,
+ 2,
+ "WANVIDEOTEXTEMBEDS"
+ ],
+ [
+ 178,
+ 81,
+ 0,
+ 80,
+ 1,
+ "WANVIDIMAGE_EMBEDS"
+ ],
+ [
+ 190,
+ 90,
+ 0,
+ 108,
+ 0,
+ "AUDIO"
+ ],
+ [
+ 191,
+ 93,
+ 0,
+ 80,
+ 8,
+ "SLGARGS"
+ ],
+ [
+ 192,
+ 109,
+ 0,
+ 110,
+ 0,
+ "IMAGE"
+ ],
+ [
+ 193,
+ 87,
+ 0,
+ 111,
+ 0,
+ "WANVAE"
+ ],
+ [
+ 194,
+ 110,
+ 0,
+ 111,
+ 1,
+ "IMAGE"
+ ],
+ [
+ 195,
+ 111,
+ 0,
+ 81,
+ 1,
+ "LATENT"
+ ],
+ [
+ 197,
+ 110,
+ 2,
+ 81,
+ 3,
+ "INT"
+ ],
+ [
+ 198,
+ 110,
+ 1,
+ 81,
+ 2,
+ "INT"
+ ],
+ [
+ 210,
+ 118,
+ 0,
+ 80,
+ 6,
+ "CACHEARGS"
+ ],
+ [
+ 211,
+ 125,
+ 0,
+ 80,
+ 3,
+ "LATENT"
+ ]
+ ],
+ "groups": [],
+ "config": {},
+ "extra": {
+ "ds": {
+ "scale": 0.6830134553650712,
+ "offset": [
+ 242.97610863510013,
+ -102.33059630401593
+ ]
+ },
+ "frontendVersion": "1.28.3",
+ "VHS_latentpreview": true,
+ "VHS_latentpreviewrate": 0,
+ "VHS_MetadataImage": true,
+ "VHS_KeepIntermediate": true,
+ "node_versions": {
+ "ComfyUI-WanVideoWrapper": "da43a516839b7bc50b21f53f1c4551862c872eac",
+ "ComfyUI-KJNodes": "3fcd22f2fe2be69c3229f192362b91888277cbcb",
+ "comfy-core": "0.3.64",
+ "comfyui-videohelpersuite": "8e4d79471bf1952154768e8435a9300077b534fa"
+ }
+ },
+ "version": 0.4
+}
\ No newline at end of file
diff --git a/wanvideo_2_2_5B_T2V_controlnet_example.json b/wanvideo_2_2_5B_T2V_controlnet_example.json
new file mode 100644
index 0000000..0eb451c
--- /dev/null
+++ b/wanvideo_2_2_5B_T2V_controlnet_example.json
@@ -0,0 +1 @@
+{"id":"4946ef67-8410-46e2-923e-8a349f32c7d8","revision":0,"last_node_id":115,"last_link_id":174,"nodes":[{"id":90,"type":"WanVideoExperimentalArgs","pos":[918.6209106445312,-165.79469299316406],"size":[308.767578125,274],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"video_attention_split_steps","name":"video_attention_split_steps","type":"STRING","widget":{"name":"video_attention_split_steps"},"link":null},{"localized_name":"cfg_zero_star","name":"cfg_zero_star","type":"BOOLEAN","widget":{"name":"cfg_zero_star"},"link":null},{"localized_name":"use_zero_init","name":"use_zero_init","type":"BOOLEAN","widget":{"name":"use_zero_init"},"link":null},{"localized_name":"zero_star_steps","name":"zero_star_steps","type":"INT","widget":{"name":"zero_star_steps"},"link":null},{"localized_name":"use_fresca","name":"use_fresca","type":"BOOLEAN","widget":{"name":"use_fresca"},"link":null},{"localized_name":"fresca_scale_low","name":"fresca_scale_low","type":"FLOAT","widget":{"name":"fresca_scale_low"},"link":null},{"localized_name":"fresca_scale_high","name":"fresca_scale_high","type":"FLOAT","widget":{"name":"fresca_scale_high"},"link":null},{"localized_name":"fresca_freq_cutoff","name":"fresca_freq_cutoff","type":"INT","widget":{"name":"fresca_freq_cutoff"},"link":null},{"localized_name":"use_tcfg","name":"use_tcfg","type":"BOOLEAN","widget":{"name":"use_tcfg"},"link":null},{"localized_name":"raag_alpha","name":"raag_alpha","type":"FLOAT","widget":{"name":"raag_alpha"},"link":null}],"outputs":[{"localized_name":"exp_args","name":"exp_args","type":"EXPERIMENTALARGS","links":[139]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoExperimentalArgs"},"widgets_values":["",true,false,0,false,1,1.25,20,true,0]},{"id":35,"type":"WanVideoTorchCompileSettings","pos":[-299.6842956542969,-839.0896606445312],"size":[390.5999755859375,202],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"backend","name":"backend","type":"COMBO","widget":{"name":"backend"},"link":null},{"localized_name":"fullgraph","name":"fullgraph","type":"BOOLEAN","widget":{"name":"fullgraph"},"link":null},{"localized_name":"mode","name":"mode","type":"COMBO","widget":{"name":"mode"},"link":null},{"localized_name":"dynamic","name":"dynamic","type":"BOOLEAN","widget":{"name":"dynamic"},"link":null},{"localized_name":"dynamo_cache_size_limit","name":"dynamo_cache_size_limit","type":"INT","widget":{"name":"dynamo_cache_size_limit"},"link":null},{"localized_name":"compile_transformer_blocks_only","name":"compile_transformer_blocks_only","type":"BOOLEAN","widget":{"name":"compile_transformer_blocks_only"},"link":null},{"localized_name":"dynamo_recompile_limit","name":"dynamo_recompile_limit","shape":7,"type":"INT","widget":{"name":"dynamo_recompile_limit"},"link":null}],"outputs":[{"localized_name":"torch_compile_args","name":"torch_compile_args","type":"WANCOMPILEARGS","slot_index":0,"links":[121]}],"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":22,"type":"WanVideoModelLoader","pos":[157.20700073242188,-839.4575805664062],"size":[477.4410095214844,274],"flags":{},"order":11,"mode":0,"inputs":[{"localized_name":"compile_args","name":"compile_args","shape":7,"type":"WANCOMPILEARGS","link":121},{"localized_name":"block_swap_args","name":"block_swap_args","shape":7,"type":"BLOCKSWAPARGS","link":null},{"localized_name":"lora","name":"lora","shape":7,"type":"WANVIDLORA","link":null},{"localized_name":"vram_management_args","name":"vram_management_args","shape":7,"type":"VRAM_MANAGEMENTARGS","link":null},{"localized_name":"vace_model","name":"vace_model","shape":7,"type":"VACEPATH","link":null},{"localized_name":"fantasytalking_model","name":"fantasytalking_model","shape":7,"type":"FANTASYTALKINGMODEL","link":null},{"localized_name":"multitalk_model","name":"multitalk_model","shape":7,"type":"MULTITALKMODEL","link":null},{"localized_name":"model","name":"model","type":"COMBO","widget":{"name":"model"},"link":null},{"localized_name":"base_precision","name":"base_precision","type":"COMBO","widget":{"name":"base_precision"},"link":null},{"localized_name":"quantization","name":"quantization","type":"COMBO","widget":{"name":"quantization"},"link":null},{"localized_name":"load_device","name":"load_device","type":"COMBO","widget":{"name":"load_device"},"link":null},{"localized_name":"attention_mode","name":"attention_mode","shape":7,"type":"COMBO","widget":{"name":"attention_mode"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","slot_index":0,"links":[157]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoModelLoader"},"widgets_values":["Wan2_2-TI2V-5B-FastWanFullAttn_bf16.safetensors","fp16_fast","disabled","offload_device","sageattn"],"color":"#223","bgcolor":"#335"},{"id":103,"type":"WanVideoControlnetLoader","pos":[-254.50225830078125,-316.3340148925781],"size":[279.6499938964844,130],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"COMBO","widget":{"name":"model"},"link":null},{"localized_name":"base_precision","name":"base_precision","type":"COMBO","widget":{"name":"base_precision"},"link":null},{"localized_name":"quantization","name":"quantization","type":"COMBO","widget":{"name":"quantization"},"link":null},{"localized_name":"load_device","name":"load_device","type":"COMBO","widget":{"name":"load_device"},"link":null}],"outputs":[{"localized_name":"controlnet","name":"controlnet","type":"WANVIDEOCONTROLNET","links":[155]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"a64d8bb0df21efdd933692f11231dbd4abc8d2dc","Node name for S&R":"WanVideoControlnetLoader"},"widgets_values":["wan2.2-ti2v-5b-controlnet-depth-v1/diffusion_pytorch_model.safetensors","bf16","disabled","main_device"]},{"id":105,"type":"WanVideoControlnet","pos":[648.239013671875,-835.1428833007812],"size":[276.6666564941406,170],"flags":{},"order":17,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","link":157},{"localized_name":"controlnet","name":"controlnet","type":"WANVIDEOCONTROLNET","link":155},{"localized_name":"control_images","name":"control_images","type":"IMAGE","link":165},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null},{"localized_name":"control_stride","name":"control_stride","type":"INT","widget":{"name":"control_stride"},"link":null},{"localized_name":"control_start_percent","name":"control_start_percent","type":"FLOAT","widget":{"name":"control_start_percent"},"link":null},{"localized_name":"control_end_percent","name":"control_end_percent","type":"FLOAT","widget":{"name":"control_end_percent"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","links":[156,158]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"a64d8bb0df21efdd933692f11231dbd4abc8d2dc","Node name for S&R":"WanVideoControlnet"},"widgets_values":[1,3,0,1]},{"id":107,"type":"WanVideoEnhanceAVideo","pos":[935.4856567382812,-710.6886596679688],"size":[315,106],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"weight","name":"weight","type":"FLOAT","widget":{"name":"weight"},"link":null},{"localized_name":"start_percent","name":"start_percent","type":"FLOAT","widget":{"name":"start_percent"},"link":null},{"localized_name":"end_percent","name":"end_percent","type":"FLOAT","widget":{"name":"end_percent"},"link":null}],"outputs":[{"localized_name":"feta_args","name":"feta_args","type":"FETAARGS","links":[160]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"5406a72f62adf4a31a8a0a0e4923cc5288399652","Node name for S&R":"WanVideoEnhanceAVideo"},"widgets_values":[2,0,1]},{"id":94,"type":"WanVideoEasyCache","pos":[959.7987670898438,-377.5003967285156],"size":[270,130],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"easycache_thresh","name":"easycache_thresh","type":"FLOAT","widget":{"name":"easycache_thresh"},"link":null},{"localized_name":"start_step","name":"start_step","type":"INT","widget":{"name":"start_step"},"link":null},{"localized_name":"end_step","name":"end_step","type":"INT","widget":{"name":"end_step"},"link":null},{"localized_name":"cache_device","name":"cache_device","type":"COMBO","widget":{"name":"cache_device"},"link":null}],"outputs":[{"localized_name":"cache_args","name":"cache_args","type":"CACHEARGS","links":[141]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoEasyCache"},"widgets_values":[0.015,10,-1,"offload_device"]},{"id":11,"type":"LoadWanVideoT5TextEncoder","pos":[161.7229461669922,-501.2225036621094],"size":[377.1661376953125,130],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null},{"localized_name":"precision","name":"precision","type":"COMBO","widget":{"name":"precision"},"link":null},{"localized_name":"load_device","name":"load_device","shape":7,"type":"COMBO","widget":{"name":"load_device"},"link":null},{"localized_name":"quantization","name":"quantization","shape":7,"type":"COMBO","widget":{"name":"quantization"},"link":null}],"outputs":[{"localized_name":"wan_t5_model","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":104,"type":"MiDaS-DepthMapPreprocessor","pos":[-255.06285095214844,-94.92599487304688],"size":[270,106],"flags":{},"order":15,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":162},{"localized_name":"a","name":"a","shape":7,"type":"FLOAT","widget":{"name":"a"},"link":null},{"localized_name":"bg_threshold","name":"bg_threshold","shape":7,"type":"FLOAT","widget":{"name":"bg_threshold"},"link":null},{"localized_name":"resolution","name":"resolution","shape":7,"type":"INT","widget":{"name":"resolution"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[163]}],"properties":{"cnr_id":"comfyui_controlnet_aux","ver":"1.1.0","Node name for S&R":"MiDaS-DepthMapPreprocessor"},"widgets_values":[6.283185307179586,0.1,512]},{"id":27,"type":"WanVideoSampler","pos":[1315.2401123046875,-401.48028564453125],"size":[315,975],"flags":{},"order":20,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"WANVIDEOMODEL","link":156},{"localized_name":"image_embeds","name":"image_embeds","type":"WANVIDIMAGE_EMBEDS","link":159},{"localized_name":"text_embeds","name":"text_embeds","shape":7,"type":"WANVIDEOTEXTEMBEDS","link":30},{"localized_name":"samples","name":"samples","shape":7,"type":"LATENT","link":null},{"localized_name":"feta_args","name":"feta_args","shape":7,"type":"FETAARGS","link":160},{"localized_name":"context_options","name":"context_options","shape":7,"type":"WANVIDCONTEXT","link":null},{"localized_name":"cache_args","name":"cache_args","shape":7,"type":"CACHEARGS","link":141},{"localized_name":"flowedit_args","name":"flowedit_args","shape":7,"type":"FLOWEDITARGS","link":null},{"localized_name":"slg_args","name":"slg_args","shape":7,"type":"SLGARGS","link":166},{"localized_name":"loop_args","name":"loop_args","shape":7,"type":"LOOPARGS","link":null},{"localized_name":"experimental_args","name":"experimental_args","shape":7,"type":"EXPERIMENTALARGS","link":139},{"localized_name":"sigmas","name":"sigmas","shape":7,"type":"SIGMAS","link":null},{"localized_name":"unianimate_poses","name":"unianimate_poses","shape":7,"type":"UNIANIMATE_POSE","link":null},{"localized_name":"fantasytalking_embeds","name":"fantasytalking_embeds","shape":7,"type":"FANTASYTALKING_EMBEDS","link":null},{"localized_name":"uni3c_embeds","name":"uni3c_embeds","shape":7,"type":"UNI3C_EMBEDS","link":null},{"localized_name":"multitalk_embeds","name":"multitalk_embeds","shape":7,"type":"MULTITALK_EMBEDS","link":null},{"localized_name":"freeinit_args","name":"freeinit_args","shape":7,"type":"FREEINITARGS","link":null},{"localized_name":"steps","name":"steps","type":"INT","widget":{"name":"steps"},"link":null},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null},{"localized_name":"shift","name":"shift","type":"FLOAT","widget":{"name":"shift"},"link":null},{"localized_name":"seed","name":"seed","type":"INT","widget":{"name":"seed"},"link":null},{"localized_name":"force_offload","name":"force_offload","type":"BOOLEAN","widget":{"name":"force_offload"},"link":null},{"localized_name":"scheduler","name":"scheduler","type":"COMBO","widget":{"name":"scheduler"},"link":null},{"localized_name":"riflex_freq_index","name":"riflex_freq_index","type":"INT","widget":{"name":"riflex_freq_index"},"link":null},{"localized_name":"denoise_strength","name":"denoise_strength","shape":7,"type":"FLOAT","widget":{"name":"denoise_strength"},"link":null},{"localized_name":"batched_cfg","name":"batched_cfg","shape":7,"type":"BOOLEAN","widget":{"name":"batched_cfg"},"link":null},{"localized_name":"rope_function","name":"rope_function","shape":7,"type":"COMBO","widget":{"name":"rope_function"},"link":null},{"localized_name":"start_step","name":"start_step","shape":7,"type":"INT","widget":{"name":"start_step"},"link":null},{"localized_name":"end_step","name":"end_step","shape":7,"type":"INT","widget":{"name":"end_step"},"link":null},{"localized_name":"add_noise_to_samples","name":"add_noise_to_samples","shape":7,"type":"BOOLEAN","widget":{"name":"add_noise_to_samples"},"link":null}],"outputs":[{"localized_name":"samples","name":"samples","type":"LATENT","slot_index":0,"links":[117]},{"localized_name":"denoised_samples","name":"denoised_samples","type":"LATENT","links":null}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoSampler"},"widgets_values":[30,5,8,47,"fixed",true,"flowmatch_pusa",0,1,"","comfy",0,-1,""]},{"id":91,"type":"WanVideoSLG","pos":[956.2327880859375,184.204833984375],"size":[270,106],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"blocks","name":"blocks","type":"STRING","widget":{"name":"blocks"},"link":null},{"localized_name":"start_percent","name":"start_percent","type":"FLOAT","widget":{"name":"start_percent"},"link":null},{"localized_name":"end_percent","name":"end_percent","type":"FLOAT","widget":{"name":"end_percent"},"link":null}],"outputs":[{"localized_name":"slg_args","name":"slg_args","type":"SLGARGS","links":[166]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"3f4e8433bdc7adeba7166b40e10ffcb36670f15d","Node name for S&R":"WanVideoSLG"},"widgets_values":["7,8,9",0.1,0.7]},{"id":28,"type":"WanVideoDecode","pos":[1334.0367431640625,-669.4796142578125],"size":[315,198],"flags":{},"order":21,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"WANVAE","link":43},{"localized_name":"samples","name":"samples","type":"LATENT","link":117},{"localized_name":"enable_vae_tiling","name":"enable_vae_tiling","type":"BOOLEAN","widget":{"name":"enable_vae_tiling"},"link":null},{"localized_name":"tile_x","name":"tile_x","type":"INT","widget":{"name":"tile_x"},"link":null},{"localized_name":"tile_y","name":"tile_y","type":"INT","widget":{"name":"tile_y"},"link":null},{"localized_name":"tile_stride_x","name":"tile_stride_x","type":"INT","widget":{"name":"tile_stride_x"},"link":null},{"localized_name":"tile_stride_y","name":"tile_stride_y","type":"INT","widget":{"name":"tile_stride_y"},"link":null},{"localized_name":"normalization","name":"normalization","shape":7,"type":"COMBO","widget":{"name":"normalization"},"link":null}],"outputs":[{"localized_name":"images","name":"images","type":"IMAGE","slot_index":0,"links":[137]}],"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":38,"type":"WanVideoVAELoader","pos":[158.0862579345703,-318.48004150390625],"size":[372.7727966308594,82],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"compile_args","name":"compile_args","shape":7,"type":"WANCOMPILEARGS","link":null},{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null},{"localized_name":"precision","name":"precision","shape":7,"type":"COMBO","widget":{"name":"precision"},"link":null}],"outputs":[{"localized_name":"vae","name":"vae","type":"WANVAE","slot_index":0,"links":[43]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"d9b1f4d1a5aea91d101ae97a54714a5861af3f50","Node name for S&R":"WanVideoVAELoader"},"widgets_values":["Wan2_2_VAE_bf16.safetensors","bf16"],"color":"#322","bgcolor":"#533"},{"id":92,"type":"VHS_VideoCombine","pos":[1707.63916015625,-672.8735961914062],"size":[934.6708984375,851.0689697265625],"flags":{},"order":22,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":137},{"localized_name":"audio","name":"audio","shape":7,"type":"AUDIO","link":null},{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"frame_rate","name":"frame_rate","type":"FLOAT","widget":{"name":"frame_rate"},"link":null},{"localized_name":"loop_count","name":"loop_count","type":"INT","widget":{"name":"loop_count"},"link":null},{"localized_name":"filename_prefix","name":"filename_prefix","type":"STRING","widget":{"name":"filename_prefix"},"link":null},{"localized_name":"format","name":"format","type":"COMBO","widget":{"name":"format"},"link":null},{"localized_name":"pingpong","name":"pingpong","type":"BOOLEAN","widget":{"name":"pingpong"},"link":null},{"localized_name":"save_output","name":"save_output","type":"BOOLEAN","widget":{"name":"save_output"},"link":null},{"name":"pix_fmt","type":["yuv420p","yuv420p10le"],"widget":{"name":"pix_fmt"},"link":null},{"name":"crf","type":"INT","widget":{"name":"crf"},"link":null},{"name":"save_metadata","type":"BOOLEAN","widget":{"name":"save_metadata"},"link":null},{"name":"trim_to_audio","type":"BOOLEAN","widget":{"name":"trim_to_audio"},"link":null}],"outputs":[{"localized_name":"Filenames","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":24,"loop_count":0,"filename_prefix":"WanVideoWrapper_5BI2V","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":"WanVideoWrapper_5BI2V_00004.mp4","subfolder":"","type":"temp","format":"video/h264-mp4","frame_rate":24,"workflow":"WanVideoWrapper_5BI2V_00004.png","fullpath":"/home/user/Projects/ComfyUI/temp/WanVideoWrapper_5BI2V_00004.mp4"}}}},{"id":16,"type":"WanVideoTextEncode","pos":[426.97998046875,-157.42312622070312],"size":[453.0067138671875,328.0239562988281],"flags":{},"order":19,"mode":0,"inputs":[{"localized_name":"t5","name":"t5","shape":7,"type":"WANTEXTENCODER","link":15},{"localized_name":"model_to_offload","name":"model_to_offload","shape":7,"type":"WANVIDEOMODEL","link":158},{"localized_name":"positive_prompt","name":"positive_prompt","type":"STRING","widget":{"name":"positive_prompt"},"link":null},{"localized_name":"negative_prompt","name":"negative_prompt","type":"STRING","widget":{"name":"negative_prompt"},"link":null},{"localized_name":"force_offload","name":"force_offload","shape":7,"type":"BOOLEAN","widget":{"name":"force_offload"},"link":null},{"localized_name":"use_disk_cache","name":"use_disk_cache","shape":7,"type":"BOOLEAN","widget":{"name":"use_disk_cache"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"text_embeds","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":["Close-up shot with soft lighting, focusing sharply on the lower half of a young woman's face. Her lips are slightly parted as she blows an enormous bubblegum bubble. The bubble is semi-transparent, shimmering gently under the light, and surprisingly contains a miniature aquarium inside, where two orange-and-white goldfish slowly swim, their fins delicately fluttering as if in an aquatic universe. The background is a pure light blue color.","Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards\"",true,false,"gpu"],"color":"#332922","bgcolor":"#593930"},{"id":98,"type":"VHS_LoadVideo","pos":[-835.6665649414062,-96.24312591552734],"size":[251.03334045410156,584.0375366210938],"flags":{},"order":12,"mode":0,"inputs":[{"localized_name":"meta_batch","name":"meta_batch","shape":7,"type":"VHS_BatchManager","link":null},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":null},{"localized_name":"video","name":"video","type":"COMBO","widget":{"name":"video"},"link":null},{"localized_name":"force_rate","name":"force_rate","type":"FLOAT","widget":{"name":"force_rate"},"link":null},{"localized_name":"custom_width","name":"custom_width","type":"INT","widget":{"name":"custom_width"},"link":null},{"localized_name":"custom_height","name":"custom_height","type":"INT","widget":{"name":"custom_height"},"link":null},{"localized_name":"frame_load_cap","name":"frame_load_cap","type":"INT","widget":{"name":"frame_load_cap"},"link":168},{"localized_name":"skip_first_frames","name":"skip_first_frames","type":"INT","widget":{"name":"skip_first_frames"},"link":null},{"localized_name":"select_every_nth","name":"select_every_nth","type":"INT","widget":{"name":"select_every_nth"},"link":null},{"localized_name":"format","name":"format","shape":7,"type":"COMBO","widget":{"name":"format"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","slot_index":0,"links":[151]},{"localized_name":"frame_count","name":"frame_count","type":"INT","links":null},{"localized_name":"audio","name":"audio","type":"AUDIO","links":null},{"localized_name":"video_info","name":"video_info","type":"VHS_VIDEOINFO","links":null}],"properties":{"cnr_id":"comfyui-videohelpersuite","ver":"8e4d79471bf1952154768e8435a9300077b534fa","Node name for S&R":"VHS_LoadVideo"},"widgets_values":{"video":"bubble.mp4","force_rate":0,"custom_width":0,"custom_height":0,"frame_load_cap":81,"skip_first_frames":0,"select_every_nth":1,"format":"Wan","choose video to upload":"image","videopreview":{"hidden":false,"paused":false,"params":{"frame_load_cap":81,"skip_first_frames":0,"force_rate":0,"filename":"bubble.mp4","type":"input","format":"video/mp4","select_every_nth":1},"muted":false}}},{"id":112,"type":"PreviewAnimation","pos":[409.0210266113281,243.06141662597656],"size":[270,225.7692108154297],"flags":{},"order":18,"mode":0,"inputs":[{"localized_name":"images","name":"images","shape":7,"type":"IMAGE","link":167},{"localized_name":"masks","name":"masks","shape":7,"type":"MASK","link":null},{"localized_name":"fps","name":"fps","type":"FLOAT","widget":{"name":"fps"},"link":null}],"outputs":[],"title":"Preview Animation 121x1280x704","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"PreviewAnimation"},"widgets_values":[24]},{"id":101,"type":"ImageResizeKJv2","pos":[-555.3539428710938,-96.24312591552734],"size":[270,336],"flags":{},"order":14,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":151},{"localized_name":"mask","name":"mask","shape":7,"type":"MASK","link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":170},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":169},{"localized_name":"upscale_method","name":"upscale_method","type":"COMBO","widget":{"name":"upscale_method"},"link":null},{"localized_name":"keep_proportion","name":"keep_proportion","type":"COMBO","widget":{"name":"keep_proportion"},"link":null},{"localized_name":"pad_color","name":"pad_color","type":"STRING","widget":{"name":"pad_color"},"link":null},{"localized_name":"crop_position","name":"crop_position","type":"COMBO","widget":{"name":"crop_position"},"link":null},{"localized_name":"divisible_by","name":"divisible_by","type":"INT","widget":{"name":"divisible_by"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[162]},{"localized_name":"width","name":"width","type":"INT","links":null},{"localized_name":"height","name":"height","type":"INT","links":null},{"localized_name":"mask","name":"mask","type":"MASK","links":null}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"ImageResizeKJv2"},"widgets_values":[1280,704,"nearest-exact","stretch","0, 0, 0","center",2,"cpu"]},{"id":106,"type":"WanVideoEmptyEmbeds","pos":[934.6461181640625,-557.141357421875],"size":[315,126],"flags":{},"order":13,"mode":0,"inputs":[{"localized_name":"control_embeds","name":"control_embeds","shape":7,"type":"WANVIDIMAGE_EMBEDS","link":null},{"localized_name":"extra_latents","name":"extra_latents","shape":7,"type":"LATENT","link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":173},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":174},{"localized_name":"num_frames","name":"num_frames","type":"INT","widget":{"name":"num_frames"},"link":null}],"outputs":[{"localized_name":"image_embeds","name":"image_embeds","type":"WANVIDIMAGE_EMBEDS","links":[159]}],"properties":{"cnr_id":"ComfyUI-WanVideoWrapper","ver":"5406a72f62adf4a31a8a0a0e4923cc5288399652","Node name for S&R":"WanVideoEmptyEmbeds"},"widgets_values":[1280,704,81]},{"id":109,"type":"ImageResizeKJv2","pos":[42.38235092163086,-97.98213958740234],"size":[270,336],"flags":{},"order":16,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":163},{"localized_name":"mask","name":"mask","shape":7,"type":"MASK","link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":171},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":172},{"localized_name":"upscale_method","name":"upscale_method","type":"COMBO","widget":{"name":"upscale_method"},"link":null},{"localized_name":"keep_proportion","name":"keep_proportion","type":"COMBO","widget":{"name":"keep_proportion"},"link":null},{"localized_name":"pad_color","name":"pad_color","type":"STRING","widget":{"name":"pad_color"},"link":null},{"localized_name":"crop_position","name":"crop_position","type":"COMBO","widget":{"name":"crop_position"},"link":null},{"localized_name":"divisible_by","name":"divisible_by","type":"INT","widget":{"name":"divisible_by"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[165,167]},{"localized_name":"width","name":"width","type":"INT","links":null},{"localized_name":"height","name":"height","type":"INT","links":null},{"localized_name":"mask","name":"mask","type":"MASK","links":null}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"ImageResizeKJv2"},"widgets_values":[1280,704,"nearest-exact","stretch","0, 0, 0","center",2,"cpu"]},{"id":113,"type":"INTConstant","pos":[-1121.7677001953125,137.1903839111328],"size":[210,58],"flags":{},"order":8,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[168]}],"title":"FRAMES COUNT","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[121],"color":"#1b4669","bgcolor":"#29699c"},{"id":115,"type":"INTConstant","pos":[-1122.5638427734375,-94.90910339355469],"size":[210,58],"flags":{},"order":9,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[170,171,173]}],"title":"WIDTH","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[1280],"color":"#1b4669","bgcolor":"#29699c"},{"id":114,"type":"INTConstant","pos":[-1122.0350341796875,21.484495162963867],"size":[210,58],"flags":{},"order":10,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"value","name":"value","type":"INT","links":[169,172,174]}],"title":"HEIGHT","properties":{"cnr_id":"comfyui-kjnodes","ver":"87d0cf42db7d59992daba4d58a83655b5b359f44","Node name for S&R":"INTConstant"},"widgets_values":[704],"color":"#1b4669","bgcolor":"#29699c"}],"links":[[15,11,0,16,0,"WANTEXTENCODER"],[30,16,0,27,2,"WANVIDEOTEXTEMBEDS"],[43,38,0,28,0,"VAE"],[117,27,0,28,1,"LATENT"],[121,35,0,22,0,"WANCOMPILEARGS"],[137,28,0,92,0,"IMAGE"],[139,90,0,27,10,"EXPERIMENTALARGS"],[141,94,0,27,6,"CACHEARGS"],[151,98,0,101,0,"IMAGE"],[155,103,0,105,1,"WANVIDEOCONTROLNET"],[156,105,0,27,0,"WANVIDEOMODEL"],[157,22,0,105,0,"WANVIDEOMODEL"],[158,105,0,16,1,"WANVIDEOMODEL"],[159,106,0,27,1,"WANVIDIMAGE_EMBEDS"],[160,107,0,27,4,"FETAARGS"],[162,101,0,104,0,"IMAGE"],[163,104,0,109,0,"IMAGE"],[165,109,0,105,2,"IMAGE"],[166,91,0,27,8,"SLGARGS"],[167,109,0,112,0,"IMAGE"],[168,113,0,98,6,"INT"],[169,114,0,101,3,"INT"],[170,115,0,101,2,"INT"],[171,115,0,109,2,"INT"],[172,114,0,109,3,"INT"],[173,115,0,106,2,"INT"],[174,114,0,106,3,"INT"]],"groups":[],"config":{},"extra":{"ds":{"scale":0.5559917313492646,"offset":[1427.972621758189,691.9322991885872]},"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}
\ No newline at end of file