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"name": "Infinite talk 8gb vram multi",
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(6~7gb)\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":185,\"type\":\"WanVideoTextEncode\",\"pos\":[8187.52392578125,4771.23681640625],\"size\":[469.3669128417969,323.4193115234375],\"flags\":{},\"order\":14,\"mode\":0,\"inputs\":[{\"label\":\"t5\",\"localized_name\":\"t5\",\"name\":\"t5\",\"shape\":7,\"type\":\"WANTEXTENCODER\",\"link\":null},{\"label\":\"model_to_offload\",\"localized_name\":\"model_to_offload\",\"name\":\"model_to_offload\",\"shape\":7,\"type\":\"WANVIDEOMODEL\",\"link\":null},{\"label\":\"positive_prompt\",\"localized_name\":\"positive_prompt\",\"name\":\"positive_prompt\",\"type\":\"STRING\",\"widget\":{\"name\":\"positive_prompt\"},\"link\":null},{\"label\":\"negative_prompt\",\"localized_name\":\"negative_prompt\",\"name\":\"negative_prompt\",\"type\":\"STRING\",\"widget\":{\"name\":\"negative_prompt\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"use_disk_cache\",\"localized_name\":\"use_disk_cache\",\"name\":\"use_disk_cache\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"use_disk_cache\"},\"link\":null},{\"label\":\"device\",\"localized_name\":\"device\",\"name\":\"device\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"device\"},\"link\":null}],\"outputs\":[{\"label\":\"text_embeds\",\"localized_name\":\"text_embeds\",\"name\":\"text_embeds\",\"type\":\"WANVIDEOTEXTEMBEDS\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node 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S&R\":\"WanVideoClipVisionEncode\"},\"widgets_values\":[1,1,\"center\",\"average\",true,0,0.5000000000000001],\"color\":\"#233\",\"bgcolor\":\"#355\"},{\"id\":194,\"type\":\"WanVideoLoraSelect\",\"pos\":[7707.35498046875,4643.869140625],\"size\":[354.40142822265625,150],\"flags\":{},\"order\":2,\"mode\":0,\"inputs\":[{\"label\":\"prev_lora\",\"localized_name\":\"prev_lora\",\"name\":\"prev_lora\",\"shape\":7,\"type\":\"WANVIDLORA\",\"link\":null},{\"label\":\"blocks\",\"localized_name\":\"blocks\",\"name\":\"blocks\",\"shape\":7,\"type\":\"SELECTEDBLOCKS\",\"link\":null},{\"label\":\"lora\",\"localized_name\":\"lora\",\"name\":\"lora\",\"type\":\"COMBO\",\"widget\":{\"name\":\"lora\"},\"link\":null},{\"label\":\"strength\",\"localized_name\":\"strength\",\"name\":\"strength\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"strength\"},\"link\":null},{\"label\":\"low_mem_load\",\"localized_name\":\"low_mem_load\",\"name\":\"low_mem_load\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"low_mem_load\"},\"link\":null},{\"label\":\"merge_loras\",\"localized_name\":\"merge_loras\",\"name\":\"merge_loras\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"merge_loras\"},\"link\":null}],\"outputs\":[{\"label\":\"lora\",\"localized_name\":\"lora\",\"name\":\"lora\",\"type\":\"WANVIDLORA\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node 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name for S&R\":\"DownloadAndLoadWav2VecModel\"},\"widgets_values\":[\"TencentGameMate/chinese-wav2vec2-base\",\"fp16\",\"main_device\"]},{\"id\":199,\"type\":\"Note\",\"pos\":[7134.83837890625,4676.1337890625],\"size\":[509.15625,444.836669921875],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[],\"outputs\":[],\"title\":\"Model download\",\"properties\":{},\"widgets_values\":[\"Wan2_1-InfiniteTalk_Single_Q6_K.gguf (and multi, suggest Q4 if out of memory)\\nhttps://huggingface.co/Kijai/WanVideo_comfy_GGUF/tree/main/InfiniteTalk\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nwan2.1-i2v-14b-480p-Q3_K_S.gguf\\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nlightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v\\nPut at: ComfyUI\\\\models\\\\loras\\n\\n\\numt5-xxl-enc-fp8_e4m3fn.safetensors (dont use bf16)\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main\\nPut at: ComfyUI\\\\models\\\\text_encoders\\n\\n\\nwan_2.1_vae.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae\\nPut at: ComfyUI\\\\models\\\\vae\\n\\n\\n\\nclip_vision_h.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/clip_vision\\nPut at: ComfyUI\\\\models\\\\clip_vision\\n\\n\\nWav2Vec will download itself when your first run\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":200,\"type\":\"WanVideoBlockSwap\",\"pos\":[7704.73486328125,4398.3125],\"size\":[350.3322448730469,202],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"label\":\"blocks_to_swap\",\"localized_name\":\"blocks_to_swap\",\"name\":\"blocks_to_swap\",\"type\":\"INT\",\"widget\":{\"name\":\"blocks_to_swap\"},\"link\":null},{\"label\":\"offload_img_emb\",\"localized_name\":\"offload_img_emb\",\"name\":\"offload_img_emb\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"offload_img_emb\"},\"link\":null},{\"label\":\"offload_txt_emb\",\"localized_name\":\"offload_txt_emb\",\"name\":\"offload_txt_emb\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"offload_txt_emb\"},\"link\":null},{\"label\":\"use_non_blocking\",\"localized_name\":\"use_non_blocking\",\"name\":\"use_non_blocking\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"use_non_blocking\"},\"link\":null},{\"label\":\"vace_blocks_to_swap\",\"localized_name\":\"vace_blocks_to_swap\",\"name\":\"vace_blocks_to_swap\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"vace_blocks_to_swap\"},\"link\":null},{\"label\":\"prefetch_blocks\",\"localized_name\":\"prefetch_blocks\",\"name\":\"prefetch_blocks\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"prefetch_blocks\"},\"link\":null},{\"label\":\"block_swap_debug\",\"localized_name\":\"block_swap_debug\",\"name\":\"block_swap_debug\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"block_swap_debug\"},\"link\":null}],\"outputs\":[{\"label\":\"block_swap_args\",\"localized_name\":\"block_swap_args\",\"name\":\"block_swap_args\",\"type\":\"BLOCKSWAPARGS\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node 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S&R\":\"WanVideoBlockSwap\"},\"widgets_values\":[40,false,false,true,0,0,false]},{\"id\":202,\"type\":\"WanVideoSampler\",\"pos\":[8855.4453125,5252.3349609375],\"size\":[327.80859375,902],\"flags\":{},\"order\":22,\"mode\":0,\"inputs\":[{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"WANVIDEOMODEL\",\"link\":null},{\"label\":\"image_embeds\",\"localized_name\":\"image_embeds\",\"name\":\"image_embeds\",\"type\":\"WANVIDIMAGE_EMBEDS\",\"link\":null},{\"label\":\"text_embeds\",\"localized_name\":\"text_embeds\",\"name\":\"text_embeds\",\"shape\":7,\"type\":\"WANVIDEOTEXTEMBEDS\",\"link\":null},{\"label\":\"samples\",\"localized_name\":\"samples\",\"name\":\"samples\",\"shape\":7,\"type\":\"LATENT\",\"link\":null},{\"label\":\"feta_args\",\"localized_name\":\"feta_args\",\"name\":\"feta_args\",\"shape\":7,\"type\":\"FETAARGS\",\"link\":null},{\"label\":\"context_options\",\"localized_name\":\"context_options\",\"name\":\"context_options\",\"shape\":7,\"type\":\"WANVIDCONTEXT\",\"link\":null},{\"label\":\"cache_args\",\"localized_name\":\"cache_args\",\"name\":\"cache_args\",\"shape\":7,\"type\":\"CACHEARGS\",\"link\":null},{\"label\":\"flowedit_args\",\"localized_name\":\"flowedit_args\",\"name\":\"flowedit_args\",\"shape\":7,\"type\":\"FLOWEDITARGS\",\"link\":null},{\"label\":\"slg_args\",\"localized_name\":\"slg_args\",\"name\":\"slg_args\",\"shape\":7,\"type\":\"SLGARGS\",\"link\":null},{\"label\":\"loop_args\",\"localized_name\":\"loop_args\",\"name\":\"loop_args\",\"shape\":7,\"type\":\"LOOPARGS\",\"link\":null},{\"label\":\"experimental_args\",\"localized_name\":\"experimental_args\",\"name\":\"experimental_args\",\"shape\":7,\"type\":\"EXPERIMENTALARGS\",\"link\":null},{\"label\":\"sigmas\",\"localized_name\":\"sigmas\",\"name\":\"sigmas\",\"shape\":7,\"type\":\"SIGMAS\",\"link\":null},{\"label\":\"unianimate_poses\",\"localized_name\":\"unianimate_poses\",\"name\":\"unianimate_poses\",\"shape\":7,\"type\":\"UNIANIMATE_POSE\",\"link\":null},{\"label\":\"fantasytalking_embeds\",\"localized_name\":\"fantasytalking_embeds\",\"name\":\"fantasytalking_embeds\",\"shape\":7,\"type\":\"FANTASYTALKING_EMBEDS\",\"link\":null},{\"label\":\"uni3c_embeds\",\"localized_name\":\"uni3c_embeds\",\"name\":\"uni3c_embeds\",\"shape\":7,\"type\":\"UNI3C_EMBEDS\",\"link\":null},{\"label\":\"multitalk_embeds\",\"localized_name\":\"multitalk_embeds\",\"name\":\"multitalk_embeds\",\"shape\":7,\"type\":\"MULTITALK_EMBEDS\",\"link\":null},{\"label\":\"freeinit_args\",\"localized_name\":\"freeinit_args\",\"name\":\"freeinit_args\",\"shape\":7,\"type\":\"FREEINITARGS\",\"link\":null},{\"label\":\"steps\",\"localized_name\":\"steps\",\"name\":\"steps\",\"type\":\"INT\",\"widget\":{\"name\":\"steps\"},\"link\":null},{\"label\":\"cfg\",\"localized_name\":\"cfg\",\"name\":\"cfg\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"cfg\"},\"link\":null},{\"label\":\"shift\",\"localized_name\":\"shift\",\"name\":\"shift\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"shift\"},\"link\":null},{\"label\":\"seed\",\"localized_name\":\"seed\",\"name\":\"seed\",\"type\":\"INT\",\"widget\":{\"name\":\"seed\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"scheduler\",\"localized_name\":\"scheduler\",\"name\":\"scheduler\",\"type\":\"COMBO\",\"widget\":{\"name\":\"scheduler\"},\"link\":null},{\"label\":\"riflex_freq_index\",\"localized_name\":\"riflex_freq_index\",\"name\":\"riflex_freq_index\",\"type\":\"INT\",\"widget\":{\"name\":\"riflex_freq_index\"},\"link\":null},{\"label\":\"denoise_strength\",\"localized_name\":\"denoise_strength\",\"name\":\"denoise_strength\",\"shape\":7,\"type\":\"FLOAT\",\"widget\":{\"name\":\"denoise_strength\"},\"link\":null},{\"label\":\"batched_cfg\",\"localized_name\":\"batched_cfg\",\"name\":\"batched_cfg\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"batched_cfg\"},\"link\":null},{\"label\":\"rope_function\",\"localized_name\":\"rope_function\",\"name\":\"rope_function\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"rope_function\"},\"link\":null},{\"label\":\"start_step\",\"localized_name\":\"start_step\",\"name\":\"start_step\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"start_step\"},\"link\":null},{\"label\":\"end_step\",\"localized_name\":\"end_step\",\"name\":\"end_step\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"end_step\"},\"link\":null},{\"label\":\"add_noise_to_samples\",\"localized_name\":\"add_noise_to_samples\",\"name\":\"add_noise_to_samples\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"add_noise_to_samples\"},\"link\":null}],\"outputs\":[{\"label\":\"samples\",\"localized_name\":\"samples\",\"name\":\"samples\",\"type\":\"LATENT\",\"links\":[]},{\"label\":\"denoised_samples\",\"localized_name\":\"denoised_samples\",\"name\":\"denoised_samples\",\"type\":\"LATENT\"}],\"properties\":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S&R\":\"MultiTalkModelLoader\"},\"widgets_values\":[\"Wan2_1-InfiniteTalk_Multi_Q6_K.gguf\"]},{\"id\":260,\"type\":\"LoadAudio\",\"pos\":[7697.54443359375,5981.8916015625],\"size\":[332.790283203125,136],\"flags\":{},\"order\":12,\"mode\":0,\"inputs\":[{\"label\":\"audio\",\"localized_name\":\"audio\",\"name\":\"audio\",\"type\":\"COMBO\",\"widget\":{\"name\":\"audio\"},\"link\":null},{\"label\":\"audioUI\",\"localized_name\":\"audioUI\",\"name\":\"audioUI\",\"type\":\"AUDIO_UI\",\"widget\":{\"name\":\"audioUI\"},\"link\":null},{\"label\":\"upload\",\"localized_name\":\"choose file to upload\",\"name\":\"upload\",\"type\":\"AUDIOUPLOAD\",\"widget\":{\"name\":\"upload\"},\"link\":null}],\"outputs\":[{\"label\":\"AUDIO\",\"localized_name\":\"AUDIO\",\"name\":\"AUDIO\",\"type\":\"AUDIO\",\"links\":[]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"LoadAudio\"},\"widgets_values\":[\"1213(boy 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}
] |
[
{
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portable\\\\ComfyUI_cu128_50XX\\\\ComfyUI\\\\temp\\\\WanVideo2_1_multitalk_00002-audio.mp4\",\"format\":\"video/h264-mp4\",\"subfolder\":\"\",\"type\":\"temp\",\"frame_rate\":25}}}},{\"id\":194,\"type\":\"WanVideoLoraSelect\",\"pos\":[7707.35498046875,4643.869140625],\"size\":[354.40142822265625,150],\"flags\":{},\"order\":19,\"mode\":0,\"inputs\":[{\"label\":\"prev_lora\",\"localized_name\":\"prev_lora\",\"name\":\"prev_lora\",\"shape\":7,\"type\":\"WANVIDLORA\",\"link\":null},{\"label\":\"blocks\",\"localized_name\":\"blocks\",\"name\":\"blocks\",\"shape\":7,\"type\":\"SELECTEDBLOCKS\",\"link\":null},{\"label\":\"lora\",\"localized_name\":\"lora\",\"name\":\"lora\",\"type\":\"COMBO\",\"widget\":{\"name\":\"lora\"},\"link\":null},{\"label\":\"strength\",\"localized_name\":\"strength\",\"name\":\"strength\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"strength\"},\"link\":null},{\"label\":\"low_mem_load\",\"localized_name\":\"low_mem_load\",\"name\":\"low_mem_load\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"low_mem_load\"},\"link\":null},{\"label\":\"merge_loras\",\"localized_name\":\"merge_loras\",\"name\":\"merge_loras\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"merge_loras\"},\"link\":null}],\"outputs\":[{\"label\":\"lora\",\"localized_name\":\"lora\",\"name\":\"lora\",\"type\":\"WANVIDLORA\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"WanVideoLoraSelect\"},\"widgets_values\":[\"lightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors\",0.8000000000000002,false,false]},{\"id\":195,\"type\":\"LoadWanVideoT5TextEncoder\",\"pos\":[7730.33935546875,4984.3955078125],\"size\":[315.7668762207031,130],\"flags\":{},\"order\":20,\"mode\":0,\"inputs\":[{\"label\":\"model_name\",\"localized_name\":\"model_name\",\"name\":\"model_name\",\"type\":\"COMBO\",\"widget\":{\"name\":\"model_name\"},\"link\":null},{\"label\":\"precision\",\"localized_name\":\"precision\",\"name\":\"precision\",\"type\":\"COMBO\",\"widget\":{\"name\":\"precision\"},\"link\":null},{\"label\":\"load_device\",\"localized_name\":\"load_device\",\"name\":\"load_device\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"load_device\"},\"link\":null},{\"label\":\"quantization\",\"localized_name\":\"quantization\",\"name\":\"quantization\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"quantization\"},\"link\":null}],\"outputs\":[{\"label\":\"wan_t5_model\",\"localized_name\":\"wan_t5_model\",\"name\":\"wan_t5_model\",\"type\":\"WANTEXTENCODER\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"LoadWanVideoT5TextEncoder\"},\"widgets_values\":[\"umt5-xxl-enc-fp8_e4m3fn.safetensors\",\"bf16\",\"offload_device\",\"disabled\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":196,\"type\":\"CLIPVisionLoader\",\"pos\":[7735.33251953125,5314.93017578125],\"size\":[270,58],\"flags\":{\"collapsed\":false},\"order\":21,\"mode\":0,\"inputs\":[{\"label\":\"clip_name\",\"localized_name\":\"clip_name\",\"name\":\"clip_name\",\"type\":\"COMBO\",\"widget\":{\"name\":\"clip_name\"},\"link\":null}],\"outputs\":[{\"label\":\"CLIP_VISION\",\"localized_name\":\"CLIP_VISION\",\"name\":\"CLIP_VISION\",\"type\":\"CLIP_VISION\",\"links\":[]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"CLIPVisionLoader\"},\"widgets_values\":[\"clip_vision_h.safetensors\"],\"color\":\"#233\",\"bgcolor\":\"#355\"},{\"id\":197,\"type\":\"Note\",\"pos\":[8804.0244140625,6272.65185546875],\"size\":[497.61541748046875,217.18666076660156],\"flags\":{},\"order\":22,\"mode\":0,\"inputs\":[],\"outputs\":[],\"title\":\"My experiment note\",\"properties\":{\"widget_ue_connectable\":{}},\"widgets_values\":[\"audio crop: end time +1 (better use video editor to crop)\\n\\nnum frames: 500 run 20 seconds(make it max 10000 will do)\\n\\ndrop frame window size from 81 to 65 will save 1gb vram (below 8.5gb)\\n\\n6.6~ 8.5gb if drop to 41\\n\\nframe rate drop to 16 doesnt save vram, 8 will cause lips not sync\\n\\nincrease steps to 6 in video will cause movement corruption\\n\\n\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":198,\"type\":\"DownloadAndLoadWav2VecModel\",\"pos\":[7926.92333984375,5986.3935546875],\"size\":[330.96728515625,106],\"flags\":{},\"order\":23,\"mode\":0,\"inputs\":[{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"COMBO\",\"widget\":{\"name\":\"model\"},\"link\":null},{\"label\":\"base_precision\",\"localized_name\":\"base_precision\",\"name\":\"base_precision\",\"type\":\"COMBO\",\"widget\":{\"name\":\"base_precision\"},\"link\":null},{\"label\":\"load_device\",\"localized_name\":\"load_device\",\"name\":\"load_device\",\"type\":\"COMBO\",\"widget\":{\"name\":\"load_device\"},\"link\":null}],\"outputs\":[{\"label\":\"wav2vec_model\",\"localized_name\":\"wav2vec_model\",\"name\":\"wav2vec_model\",\"type\":\"WAV2VECMODEL\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"DownloadAndLoadWav2VecModel\"},\"widgets_values\":[\"TencentGameMate/chinese-wav2vec2-base\",\"fp16\",\"main_device\"]},{\"id\":199,\"type\":\"Note\",\"pos\":[7134.83837890625,4676.1337890625],\"size\":[509.15625,444.836669921875],\"flags\":{},\"order\":24,\"mode\":0,\"inputs\":[],\"outputs\":[],\"title\":\"Model download\",\"properties\":{},\"widgets_values\":[\"Wan2_1-InfiniteTalk_Single_Q6_K.gguf (and multi, suggest Q4 if out of memory)\\nhttps://huggingface.co/Kijai/WanVideo_comfy_GGUF/tree/main/InfiniteTalk\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nwan2.1-i2v-14b-480p-Q3_K_S.gguf\\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nlightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v\\nPut at: ComfyUI\\\\models\\\\loras\\n\\n\\numt5-xxl-enc-fp8_e4m3fn.safetensors (dont use bf16)\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main\\nPut at: ComfyUI\\\\models\\\\text_encoders\\n\\n\\nwan_2.1_vae.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae\\nPut at: ComfyUI\\\\models\\\\vae\\n\\n\\n\\nclip_vision_h.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/clip_vision\\nPut at: ComfyUI\\\\models\\\\clip_vision\\n\\n\\nWav2Vec will download itself when your first run\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":200,\"type\":\"WanVideoBlockSwap\",\"pos\":[7704.73486328125,4398.3125],\"size\":[350.3322448730469,202],\"flags\":{},\"order\":25,\"mode\":0,\"inputs\":[{\"label\":\"blocks_to_swap\",\"localized_name\":\"blocks_to_swap\",\"name\":\"blocks_to_swap\",\"type\":\"INT\",\"widget\":{\"name\":\"blocks_to_swap\"},\"link\":null},{\"label\":\"offload_img_emb\",\"localized_name\":\"offload_img_emb\",\"name\":\"offload_img_emb\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"offload_img_emb\"},\"link\":null},{\"label\":\"offload_txt_emb\",\"localized_name\":\"offload_txt_emb\",\"name\":\"offload_txt_emb\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"offload_txt_emb\"},\"link\":null},{\"label\":\"use_non_blocking\",\"localized_name\":\"use_non_blocking\",\"name\":\"use_non_blocking\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"use_non_blocking\"},\"link\":null},{\"label\":\"vace_blocks_to_swap\",\"localized_name\":\"vace_blocks_to_swap\",\"name\":\"vace_blocks_to_swap\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"vace_blocks_to_swap\"},\"link\":null},{\"label\":\"prefetch_blocks\",\"localized_name\":\"prefetch_blocks\",\"name\":\"prefetch_blocks\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"prefetch_blocks\"},\"link\":null},{\"label\":\"block_swap_debug\",\"localized_name\":\"block_swap_debug\",\"name\":\"block_swap_debug\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"block_swap_debug\"},\"link\":null}],\"outputs\":[{\"label\":\"block_swap_args\",\"localized_name\":\"block_swap_args\",\"name\":\"block_swap_args\",\"type\":\"BLOCKSWAPARGS\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"WanVideoBlockSwap\"},\"widgets_values\":[40,false,false,true,0,0,false]},{\"id\":201,\"type\":\"WanVideoImageToVideoMultiTalk\",\"pos\":[8390.4873046875,5273.46484375],\"size\":[315.2046813964844,290],\"flags\":{},\"order\":79,\"mode\":0,\"inputs\":[{\"label\":\"vae\",\"localized_name\":\"vae\",\"name\":\"vae\",\"type\":\"WANVAE\",\"link\":null},{\"label\":\"start_image\",\"localized_name\":\"start_image\",\"name\":\"start_image\",\"shape\":7,\"type\":\"IMAGE\",\"link\":null},{\"label\":\"clip_embeds\",\"localized_name\":\"clip_embeds\",\"name\":\"clip_embeds\",\"shape\":7,\"type\":\"WANVIDIMAGE_CLIPEMBEDS\",\"link\":null},{\"label\":\"width\",\"localized_name\":\"width\",\"name\":\"width\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"link\":null},{\"label\":\"height\",\"localized_name\":\"height\",\"name\":\"height\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"link\":null},{\"label\":\"frame_window_size\",\"localized_name\":\"frame_window_size\",\"name\":\"frame_window_size\",\"type\":\"INT\",\"widget\":{\"name\":\"frame_window_size\"},\"link\":null},{\"label\":\"motion_frame\",\"localized_name\":\"motion_frame\",\"name\":\"motion_frame\",\"type\":\"INT\",\"widget\":{\"name\":\"motion_frame\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"colormatch\",\"localized_name\":\"colormatch\",\"name\":\"colormatch\",\"type\":\"COMBO\",\"widget\":{\"name\":\"colormatch\"},\"link\":null},{\"label\":\"tiled_vae\",\"localized_name\":\"tiled_vae\",\"name\":\"tiled_vae\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"tiled_vae\"},\"link\":null},{\"label\":\"mode\",\"localized_name\":\"mode\",\"name\":\"mode\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"mode\"},\"link\":null},{\"label\":\"output_path\",\"localized_name\":\"output_path\",\"name\":\"output_path\",\"shape\":7,\"type\":\"STRING\",\"widget\":{\"name\":\"output_path\"},\"link\":null}],\"outputs\":[{\"label\":\"image_embeds\",\"localized_name\":\"image_embeds\",\"name\":\"image_embeds\",\"type\":\"WANVIDIMAGE_EMBEDS\",\"links\":[]},{\"label\":\"output_path\",\"localized_name\":\"output_path\",\"name\":\"output_path\",\"type\":\"STRING\",\"links\":null}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"49430f900bf812a1e281560bafafd04c43dfdf13\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"WanVideoImageToVideoMultiTalk\"},\"widgets_values\":[832,480,81,9,false,\"disabled\",false,\"infinitetalk\",\"\"]},{\"id\":202,\"type\":\"WanVideoSampler\",\"pos\":[8855.4453125,5252.3349609375],\"size\":[327.80859375,902],\"flags\":{},\"order\":84,\"mode\":0,\"inputs\":[{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"WANVIDEOMODEL\",\"link\":null},{\"label\":\"image_embeds\",\"localized_name\":\"image_embeds\",\"name\":\"image_embeds\",\"type\":\"WANVIDIMAGE_EMBEDS\",\"link\":null},{\"label\":\"text_embeds\",\"localized_name\":\"text_embeds\",\"name\":\"text_embeds\",\"shape\":7,\"type\":\"WANVIDEOTEXTEMBEDS\",\"link\":null},{\"label\":\"samples\",\"localized_name\":\"samples\",\"name\":\"samples\",\"shape\":7,\"type\":\"LATENT\",\"link\":null},{\"label\":\"feta_args\",\"localized_name\":\"feta_args\",\"name\":\"feta_args\",\"shape\":7,\"type\":\"FETAARGS\",\"link\":null},{\"label\":\"context_options\",\"localized_name\":\"context_options\",\"name\":\"context_options\",\"shape\":7,\"type\":\"WANVIDCONTEXT\",\"link\":null},{\"label\":\"cache_args\",\"localized_name\":\"cache_args\",\"name\":\"cache_args\",\"shape\":7,\"type\":\"CACHEARGS\",\"link\":null},{\"label\":\"flowedit_args\",\"localized_name\":\"flowedit_args\",\"name\":\"flowedit_args\",\"shape\":7,\"type\":\"FLOWEDITARGS\",\"link\":null},{\"label\":\"slg_args\",\"localized_name\":\"slg_args\",\"name\":\"slg_args\",\"shape\":7,\"type\":\"SLGARGS\",\"link\":null},{\"label\":\"loop_args\",\"localized_name\":\"loop_args\",\"name\":\"loop_args\",\"shape\":7,\"type\":\"LOOPARGS\",\"link\":null},{\"label\":\"experimental_args\",\"localized_name\":\"experimental_args\",\"name\":\"experimental_args\",\"shape\":7,\"type\":\"EXPERIMENTALARGS\",\"link\":null},{\"label\":\"sigmas\",\"localized_name\":\"sigmas\",\"name\":\"sigmas\",\"shape\":7,\"type\":\"SIGMAS\",\"link\":null},{\"label\":\"unianimate_poses\",\"localized_name\":\"unianimate_poses\",\"name\":\"unianimate_poses\",\"shape\":7,\"type\":\"UNIANIMATE_POSE\",\"link\":null},{\"label\":\"fantasytalking_embeds\",\"localized_name\":\"fantasytalking_embeds\",\"name\":\"fantasytalking_embeds\",\"shape\":7,\"type\":\"FANTASYTALKING_EMBEDS\",\"link\":null},{\"label\":\"uni3c_embeds\",\"localized_name\":\"uni3c_embeds\",\"name\":\"uni3c_embeds\",\"shape\":7,\"type\":\"UNI3C_EMBEDS\",\"link\":null},{\"label\":\"multitalk_embeds\",\"localized_name\":\"multitalk_embeds\",\"name\":\"multitalk_embeds\",\"shape\":7,\"type\":\"MULTITALK_EMBEDS\",\"link\":null},{\"label\":\"freeinit_args\",\"localized_name\":\"freeinit_args\",\"name\":\"freeinit_args\",\"shape\":7,\"type\":\"FREEINITARGS\",\"link\":null},{\"label\":\"steps\",\"localized_name\":\"steps\",\"name\":\"steps\",\"type\":\"INT\",\"widget\":{\"name\":\"steps\"},\"link\":null},{\"label\":\"cfg\",\"localized_name\":\"cfg\",\"name\":\"cfg\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"cfg\"},\"link\":null},{\"label\":\"shift\",\"localized_name\":\"shift\",\"name\":\"shift\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"shift\"},\"link\":null},{\"label\":\"seed\",\"localized_name\":\"seed\",\"name\":\"seed\",\"type\":\"INT\",\"widget\":{\"name\":\"seed\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"scheduler\",\"localized_name\":\"scheduler\",\"name\":\"scheduler\",\"type\":\"COMBO\",\"widget\":{\"name\":\"scheduler\"},\"link\":null},{\"label\":\"riflex_freq_index\",\"localized_name\":\"riflex_freq_index\",\"name\":\"riflex_freq_index\",\"type\":\"INT\",\"widget\":{\"name\":\"riflex_freq_index\"},\"link\":null},{\"label\":\"denoise_strength\",\"localized_name\":\"denoise_strength\",\"name\":\"denoise_strength\",\"shape\":7,\"type\":\"FLOAT\",\"widget\":{\"name\":\"denoise_strength\"},\"link\":null},{\"label\":\"batched_cfg\",\"localized_name\":\"batched_cfg\",\"name\":\"batched_cfg\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"batched_cfg\"},\"link\":null},{\"label\":\"rope_function\",\"localized_name\":\"rope_function\",\"name\":\"rope_function\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"rope_function\"},\"link\":null},{\"label\":\"start_step\",\"localized_name\":\"start_step\",\"name\":\"start_step\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"start_step\"},\"link\":null},{\"label\":\"end_step\",\"localized_name\":\"end_step\",\"name\":\"end_step\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"end_step\"},\"link\":null},{\"label\":\"add_noise_to_samples\",\"localized_name\":\"add_noise_to_samples\",\"name\":\"add_noise_to_samples\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"add_noise_to_samples\"},\"link\":null}],\"outputs\":[{\"label\":\"samples\",\"localized_name\":\"samples\",\"name\":\"samples\",\"type\":\"LATENT\",\"links\":[]},{\"label\":\"denoised_samples\",\"localized_name\":\"denoised_samples\",\"name\":\"denoised_samples\",\"type\":\"LATENT\"}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"a90ee9773fbd4a5e6a32ad4615d00412d5c2d6c9\",\"widget_ue_connectable\":{},\"Node 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name for S&R\":\"LoadWanVideoT5TextEncoder\"},\"widgets_values\":[\"umt5-xxl-enc-fp8_e4m3fn.safetensors\",\"bf16\",\"offload_device\",\"disabled\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":36,\"type\":\"CLIPVisionLoader\",\"pos\":[6284.46923828125,691.4554443359375],\"size\":[270,58],\"flags\":{\"collapsed\":false},\"order\":4,\"mode\":0,\"inputs\":[{\"label\":\"clip_name\",\"localized_name\":\"clip_name\",\"name\":\"clip_name\",\"type\":\"COMBO\",\"widget\":{\"name\":\"clip_name\"},\"link\":null}],\"outputs\":[{\"label\":\"CLIP_VISION\",\"localized_name\":\"CLIP_VISION\",\"name\":\"CLIP_VISION\",\"type\":\"CLIP_VISION\",\"links\":[]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"CLIPVisionLoader\"},\"widgets_values\":[\"clip_vision_h.safetensors\"],\"color\":\"#233\",\"bgcolor\":\"#355\"},{\"id\":54,\"type\":\"DownloadAndLoadWav2VecModel\",\"pos\":[6476.060546875,1362.9178466796875],\"size\":[330.96728515625,106],\"flags\":{},\"order\":5,\"mode\":0,\"inputs\":[{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"COMBO\",\"widget\":{\"name\":\"model\"},\"link\":null},{\"label\":\"base_precision\",\"localized_name\":\"base_precision\",\"name\":\"base_precision\",\"type\":\"COMBO\",\"widget\":{\"name\":\"base_precision\"},\"link\":null},{\"label\":\"load_device\",\"localized_name\":\"load_device\",\"name\":\"load_device\",\"type\":\"COMBO\",\"widget\":{\"name\":\"load_device\"},\"link\":null}],\"outputs\":[{\"label\":\"wav2vec_model\",\"localized_name\":\"wav2vec_model\",\"name\":\"wav2vec_model\",\"type\":\"WAV2VECMODEL\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"DownloadAndLoadWav2VecModel\"},\"widgets_values\":[\"TencentGameMate/chinese-wav2vec2-base\",\"fp16\",\"main_device\"]},{\"id\":49,\"type\":\"WanVideoImageToVideoMultiTalk\",\"pos\":[6939.62451171875,649.9905395507812],\"size\":[315.2046813964844,290],\"flags\":{},\"order\":23,\"mode\":0,\"inputs\":[{\"label\":\"vae\",\"localized_name\":\"vae\",\"name\":\"vae\",\"type\":\"WANVAE\",\"link\":null},{\"label\":\"start_image\",\"localized_name\":\"start_image\",\"name\":\"start_image\",\"shape\":7,\"type\":\"IMAGE\",\"link\":null},{\"label\":\"clip_embeds\",\"localized_name\":\"clip_embeds\",\"name\":\"clip_embeds\",\"shape\":7,\"type\":\"WANVIDIMAGE_CLIPEMBEDS\",\"link\":null},{\"label\":\"width\",\"localized_name\":\"width\",\"name\":\"width\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"link\":null},{\"label\":\"height\",\"localized_name\":\"height\",\"name\":\"height\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"link\":null},{\"label\":\"frame_window_size\",\"localized_name\":\"frame_window_size\",\"name\":\"frame_window_size\",\"type\":\"INT\",\"widget\":{\"name\":\"frame_window_size\"},\"link\":null},{\"label\":\"motion_frame\",\"localized_name\":\"motion_frame\",\"name\":\"motion_frame\",\"type\":\"INT\",\"widget\":{\"name\":\"motion_frame\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"colormatch\",\"localized_name\":\"colormatch\",\"name\":\"colormatch\",\"type\":\"COMBO\",\"widget\":{\"name\":\"colormatch\"},\"link\":null},{\"label\":\"tiled_vae\",\"localized_name\":\"tiled_vae\",\"name\":\"tiled_vae\",\"shape\":7,\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"tiled_vae\"},\"link\":null},{\"label\":\"mode\",\"localized_name\":\"mode\",\"name\":\"mode\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"mode\"},\"link\":null},{\"label\":\"output_path\",\"localized_name\":\"output_path\",\"name\":\"output_path\",\"shape\":7,\"type\":\"STRING\",\"widget\":{\"name\":\"output_path\"},\"link\":null}],\"outputs\":[{\"label\":\"image_embeds\",\"localized_name\":\"image_embeds\",\"name\":\"image_embeds\",\"type\":\"WANVIDIMAGE_EMBEDS\",\"links\":[]},{\"label\":\"output_path\",\"localized_name\":\"output_path\",\"name\":\"output_path\",\"type\":\"STRING\",\"links\":null}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"49430f900bf812a1e281560bafafd04c43dfdf13\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"WanVideoImageToVideoMultiTalk\"},\"widgets_values\":[832,480,81,9,false,\"disabled\",false,\"infinitetalk\",\"\"]},{\"id\":110,\"type\":\"WanVideoTorchCompileSettings\",\"pos\":[6225.2939453125,-593.9281616210938],\"size\":[421.6000061035156,202],\"flags\":{},\"order\":6,\"mode\":0,\"inputs\":[{\"label\":\"backend\",\"localized_name\":\"backend\",\"name\":\"backend\",\"type\":\"COMBO\",\"widget\":{\"name\":\"backend\"},\"link\":null},{\"label\":\"fullgraph\",\"localized_name\":\"fullgraph\",\"name\":\"fullgraph\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"fullgraph\"},\"link\":null},{\"label\":\"mode\",\"localized_name\":\"mode\",\"name\":\"mode\",\"type\":\"COMBO\",\"widget\":{\"name\":\"mode\"},\"link\":null},{\"label\":\"dynamic\",\"localized_name\":\"dynamic\",\"name\":\"dynamic\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"dynamic\"},\"link\":null},{\"label\":\"dynamo_cache_size_limit\",\"localized_name\":\"dynamo_cache_size_limit\",\"name\":\"dynamo_cache_size_limit\",\"type\":\"INT\",\"widget\":{\"name\":\"dynamo_cache_size_limit\"},\"link\":null},{\"label\":\"compile_transformer_blocks_only\",\"localized_name\":\"compile_transformer_blocks_only\",\"name\":\"compile_transformer_blocks_only\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"compile_transformer_blocks_only\"},\"link\":null},{\"label\":\"dynamo_recompile_limit\",\"localized_name\":\"dynamo_recompile_limit\",\"name\":\"dynamo_recompile_limit\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"dynamo_recompile_limit\"},\"link\":null}],\"outputs\":[{\"label\":\"torch_compile_args\",\"localized_name\":\"torch_compile_args\",\"name\":\"torch_compile_args\",\"type\":\"WANCOMPILEARGS\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"f3614e6720744247f3211d60f7b9333f43572384\",\"widget_ue_connectable\":{\"backend\":true,\"fullgraph\":true,\"mode\":true,\"dynamic\":true,\"dynamo_cache_size_limit\":true,\"compile_transformer_blocks_only\":true,\"dynamo_recompile_limit\":true},\"Node name for S&R\":\"WanVideoTorchCompileSettings\",\"ue_properties\":{\"widget_ue_connectable\":{\"backend\":true,\"fullgraph\":true,\"mode\":true,\"dynamic\":true,\"dynamo_cache_size_limit\":true,\"compile_transformer_blocks_only\":true,\"dynamo_recompile_limit\":true},\"version\":\"7.3\",\"input_ue_unconnectable\":{}}},\"widgets_values\":[\"inductor\",false,\"default\",false,64,true,128]},{\"id\":74,\"type\":\"Note\",\"pos\":[5942.2626953125,-214.5331268310547],\"size\":[246.61328125,162.75213623046875],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[],\"outputs\":[],\"properties\":{\"widget_ue_connectable\":{}},\"widgets_values\":[\"block swap 0: max 18.5gb *(~16gb)\\n\\nblock swap 10: 16gb (~13gb)\\n\\nblock swap 20 : 14gb (~11gb)\\n\\nblock swap 30: 12gb (~9gb)\\n\\nblock swap 40: 10gb (6~7gb)\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":66,\"type\":\"WanVideoModelLoader\",\"pos\":[6684.46533203125,-229.8329620361328],\"size\":[595.2891235351562,314],\"flags\":{},\"order\":17,\"mode\":0,\"inputs\":[{\"label\":\"compile_args\",\"localized_name\":\"compile_args\",\"name\":\"compile_args\",\"shape\":7,\"type\":\"WANCOMPILEARGS\",\"link\":null},{\"label\":\"block_swap_args\",\"localized_name\":\"block_swap_args\",\"name\":\"block_swap_args\",\"shape\":7,\"type\":\"BLOCKSWAPARGS\",\"link\":null},{\"label\":\"lora\",\"localized_name\":\"lora\",\"name\":\"lora\",\"shape\":7,\"type\":\"WANVIDLORA\",\"link\":null},{\"label\":\"vram_management_args\",\"localized_name\":\"vram_management_args\",\"name\":\"vram_management_args\",\"shape\":7,\"type\":\"VRAM_MANAGEMENTARGS\",\"link\":null},{\"label\":\"extra_model\",\"localized_name\":\"extra_model\",\"name\":\"extra_model\",\"shape\":7,\"type\":\"VACEPATH\",\"link\":null},{\"label\":\"fantasytalking_model\",\"localized_name\":\"fantasytalking_model\",\"name\":\"fantasytalking_model\",\"shape\":7,\"type\":\"FANTASYTALKINGMODEL\",\"link\":null},{\"label\":\"multitalk_model\",\"localized_name\":\"multitalk_model\",\"name\":\"multitalk_model\",\"shape\":7,\"type\":\"MULTITALKMODEL\",\"link\":null},{\"label\":\"fantasyportrait_model\",\"localized_name\":\"fantasyportrait_model\",\"name\":\"fantasyportrait_model\",\"shape\":7,\"type\":\"FANTASYPORTRAITMODEL\",\"link\":null},{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"COMBO\",\"widget\":{\"name\":\"model\"},\"link\":null},{\"label\":\"base_precision\",\"localized_name\":\"base_precision\",\"name\":\"base_precision\",\"type\":\"COMBO\",\"widget\":{\"name\":\"base_precision\"},\"link\":null},{\"label\":\"quantization\",\"localized_name\":\"quantization\",\"name\":\"quantization\",\"type\":\"COMBO\",\"widget\":{\"name\":\"quantization\"},\"link\":null},{\"label\":\"load_device\",\"localized_name\":\"load_device\",\"name\":\"load_device\",\"type\":\"COMBO\",\"widget\":{\"name\":\"load_device\"},\"link\":null},{\"label\":\"attention_mode\",\"localized_name\":\"attention_mode\",\"name\":\"attention_mode\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"attention_mode\"},\"link\":null},{\"label\":\"vace_model\",\"localized_name\":\"vace_model\",\"name\":\"vace_model\",\"shape\":7,\"type\":\"VACEPATH\",\"link\":null}],\"outputs\":[{\"label\":\"model\",\"localized_name\":\"model\",\"name\":\"model\",\"type\":\"WANVIDEOMODEL\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"058286fc0f3b0651a2f6b68309df3f06e8332cc0\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"WanVideoModelLoader\"},\"widgets_values\":[\"wan2.1-i2v-14b-480p-Q3_K_S.gguf\",\"fp16_fast\",\"disabled\",\"offload_device\",\"sageattn\"],\"color\":\"#223\",\"bgcolor\":\"#335\"},{\"id\":76,\"type\":\"Note\",\"pos\":[5683.97509765625,52.657989501953125],\"size\":[509.15625,444.836669921875],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[],\"outputs\":[],\"title\":\"Model download\",\"properties\":{\"widget_ue_connectable\":{}},\"widgets_values\":[\"Wan2_1-InfiniteTalk_Single_Q6_K.gguf (and multi, suggest Q4 if out of memory)\\nhttps://huggingface.co/Kijai/WanVideo_comfy_GGUF/tree/main/InfiniteTalk\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nwan2.1-i2v-14b-480p-Q3_K_S.gguf\\nhttps://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main\\nPut at: ComfyUI\\\\models\\\\diffusion_models\\n\\n\\nlightx2v_I2V_14B_480p_cfg_step_distill_rank32_bf16.safetensors\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v\\nPut at: ComfyUI\\\\models\\\\loras\\n\\n\\numt5-xxl-enc-fp8_e4m3fn.safetensors (dont use bf16)\\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main\\nPut at: ComfyUI\\\\models\\\\text_encoders\\n\\n\\nwan_2.1_vae.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/vae\\nPut at: ComfyUI\\\\models\\\\vae\\n\\n\\n\\nclip_vision_h.safetensors\\nhttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/clip_vision\\nPut at: ComfyUI\\\\models\\\\clip_vision\\n\\n\\nWav2Vec will download itself when your first run\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":119,\"type\":\"VHS_LoadVideo\",\"pos\":[5239.3876953125,815.3306884765625],\"size\":[253.279296875,458.6612243652344],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"label\":\"meta_batch\",\"localized_name\":\"meta_batch\",\"name\":\"meta_batch\",\"shape\":7,\"type\":\"VHS_BatchManager\",\"link\":null},{\"label\":\"vae\",\"localized_name\":\"vae\",\"name\":\"vae\",\"shape\":7,\"type\":\"VAE\",\"link\":null},{\"label\":\"video\",\"localized_name\":\"video\",\"name\":\"video\",\"type\":\"COMBO\",\"widget\":{\"name\":\"video\"},\"link\":null},{\"label\":\"force_rate\",\"localized_name\":\"force_rate\",\"name\":\"force_rate\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"force_rate\"},\"link\":null},{\"label\":\"custom_width\",\"localized_name\":\"custom_width\",\"name\":\"custom_width\",\"type\":\"INT\",\"widget\":{\"name\":\"custom_width\"},\"link\":null},{\"label\":\"custom_height\",\"localized_name\":\"custom_height\",\"name\":\"custom_height\",\"type\":\"INT\",\"widget\":{\"name\":\"custom_height\"},\"link\":null},{\"label\":\"frame_load_cap\",\"localized_name\":\"frame_load_cap\",\"name\":\"frame_load_cap\",\"type\":\"INT\",\"widget\":{\"name\":\"frame_load_cap\"},\"link\":null},{\"label\":\"skip_first_frames\",\"localized_name\":\"skip_first_frames\",\"name\":\"skip_first_frames\",\"type\":\"INT\",\"widget\":{\"name\":\"skip_first_frames\"},\"link\":null},{\"label\":\"select_every_nth\",\"localized_name\":\"select_every_nth\",\"name\":\"select_every_nth\",\"type\":\"INT\",\"widget\":{\"name\":\"select_every_nth\"},\"link\":null},{\"label\":\"format\",\"localized_name\":\"format\",\"name\":\"format\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"format\"},\"link\":null}],\"outputs\":[{\"label\":\"IMAGE\",\"localized_name\":\"IMAGE\",\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[]},{\"label\":\"frame_count\",\"localized_name\":\"frame_count\",\"name\":\"frame_count\",\"type\":\"INT\",\"links\":null},{\"label\":\"audio\",\"localized_name\":\"audio\",\"name\":\"audio\",\"type\":\"AUDIO\",\"links\":null},{\"label\":\"video_info\",\"localized_name\":\"video_info\",\"name\":\"video_info\",\"type\":\"VHS_VIDEOINFO\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfyui-videohelpersuite\",\"ver\":\"08e8df15db24da292d4b7f943c460dc2ab442b24\",\"widget_ue_connectable\":{\"video\":true,\"force_rate\":true,\"custom_width\":true,\"custom_height\":true,\"frame_load_cap\":true,\"skip_first_frames\":true,\"select_every_nth\":true,\"format\":true},\"Node name for S&R\":\"VHS_LoadVideo\",\"ue_properties\":{\"widget_ue_connectable\":{},\"input_ue_unconnectable\":{},\"version\":\"7.3\"}},\"widgets_values\":{\"video\":\"AnimateDiff_00017 (1).mp4\",\"force_rate\":0,\"custom_width\":0,\"custom_height\":0,\"frame_load_cap\":0,\"skip_first_frames\":0,\"select_every_nth\":1,\"format\":\"Wan\",\"choose video to upload\":\"image\",\"videopreview\":{\"hidden\":false,\"paused\":false,\"params\":{\"filename\":\"AnimateDiff_00017 (1).mp4\",\"type\":\"input\",\"format\":\"video/mp4\",\"force_rate\":0,\"custom_width\":0,\"custom_height\":832,\"frame_load_cap\":0,\"skip_first_frames\":0,\"select_every_nth\":1}}}},{\"id\":65,\"type\":\"ImageResizeKJv2\",\"pos\":[5587.1337890625,816.1525268554688],\"size\":[270,286],\"flags\":{},\"order\":16,\"mode\":0,\"inputs\":[{\"label\":\"image\",\"localized_name\":\"image\",\"name\":\"image\",\"type\":\"IMAGE\",\"link\":null},{\"label\":\"mask\",\"localized_name\":\"mask\",\"name\":\"mask\",\"shape\":7,\"type\":\"MASK\",\"link\":null},{\"label\":\"width\",\"localized_name\":\"width\",\"name\":\"width\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"link\":null},{\"label\":\"height\",\"localized_name\":\"height\",\"name\":\"height\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"link\":null},{\"label\":\"upscale_method\",\"localized_name\":\"upscale_method\",\"name\":\"upscale_method\",\"type\":\"COMBO\",\"widget\":{\"name\":\"upscale_method\"},\"link\":null},{\"label\":\"keep_proportion\",\"localized_name\":\"keep_proportion\",\"name\":\"keep_proportion\",\"type\":\"COMBO\",\"widget\":{\"name\":\"keep_proportion\"},\"link\":null},{\"label\":\"pad_color\",\"localized_name\":\"pad_color\",\"name\":\"pad_color\",\"type\":\"STRING\",\"widget\":{\"name\":\"pad_color\"},\"link\":null},{\"label\":\"crop_position\",\"localized_name\":\"crop_position\",\"name\":\"crop_position\",\"type\":\"COMBO\",\"widget\":{\"name\":\"crop_position\"},\"link\":null},{\"label\":\"divisible_by\",\"localized_name\":\"divisible_by\",\"name\":\"divisible_by\",\"type\":\"INT\",\"widget\":{\"name\":\"divisible_by\"},\"link\":null},{\"label\":\"device\",\"localized_name\":\"device\",\"name\":\"device\",\"shape\":7,\"type\":\"COMBO\",\"widget\":{\"name\":\"device\"},\"link\":null}],\"outputs\":[{\"label\":\"IMAGE\",\"localized_name\":\"IMAGE\",\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[]},{\"label\":\"width\",\"localized_name\":\"width\",\"name\":\"width\",\"type\":\"INT\",\"links\":[]},{\"label\":\"height\",\"localized_name\":\"height\",\"name\":\"height\",\"type\":\"INT\",\"links\":[]},{\"label\":\"mask\",\"localized_name\":\"mask\",\"name\":\"mask\",\"type\":\"MASK\"}],\"properties\":{\"cnr_id\":\"comfyui-kjnodes\",\"ver\":\"f7eb33abc80a2aded1b46dff0dd14d07856a7d50\",\"widget_ue_connectable\":{},\"Node name for S&R\":\"ImageResizeKJv2\"},\"widgets_values\":[832,480,\"lanczos\",\"crop\",\"0, 0, 0\",\"center\",2,\"cpu\"]},{\"id\":52,\"type\":\"WanVideoClipVisionEncode\",\"pos\":[6617.6455078125,790.6769409179688],\"size\":[280.9771423339844,262],\"flags\":{},\"order\":22,\"mode\":0,\"inputs\":[{\"label\":\"clip_vision\",\"localized_name\":\"clip_vision\",\"name\":\"clip_vision\",\"type\":\"CLIP_VISION\",\"link\":null},{\"label\":\"image_1\",\"localized_name\":\"image_1\",\"name\":\"image_1\",\"type\":\"IMAGE\",\"link\":null},{\"label\":\"image_2\",\"localized_name\":\"image_2\",\"name\":\"image_2\",\"shape\":7,\"type\":\"IMAGE\",\"link\":null},{\"label\":\"negative_image\",\"localized_name\":\"negative_image\",\"name\":\"negative_image\",\"shape\":7,\"type\":\"IMAGE\",\"link\":null},{\"label\":\"strength_1\",\"localized_name\":\"strength_1\",\"name\":\"strength_1\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"strength_1\"},\"link\":null},{\"label\":\"strength_2\",\"localized_name\":\"strength_2\",\"name\":\"strength_2\",\"type\":\"FLOAT\",\"widget\":{\"name\":\"strength_2\"},\"link\":null},{\"label\":\"crop\",\"localized_name\":\"crop\",\"name\":\"crop\",\"type\":\"COMBO\",\"widget\":{\"name\":\"crop\"},\"link\":null},{\"label\":\"combine_embeds\",\"localized_name\":\"combine_embeds\",\"name\":\"combine_embeds\",\"type\":\"COMBO\",\"widget\":{\"name\":\"combine_embeds\"},\"link\":null},{\"label\":\"force_offload\",\"localized_name\":\"force_offload\",\"name\":\"force_offload\",\"type\":\"BOOLEAN\",\"widget\":{\"name\":\"force_offload\"},\"link\":null},{\"label\":\"tiles\",\"localized_name\":\"tiles\",\"name\":\"tiles\",\"shape\":7,\"type\":\"INT\",\"widget\":{\"name\":\"tiles\"},\"link\":null},{\"label\":\"ratio\",\"localized_name\":\"ratio\",\"name\":\"ratio\",\"shape\":7,\"type\":\"FLOAT\",\"widget\":{\"name\":\"ratio\"},\"link\":null}],\"outputs\":[{\"label\":\"image_embeds\",\"localized_name\":\"image_embeds\",\"name\":\"image_embeds\",\"type\":\"WANVIDIMAGE_CLIPEMBEDS\",\"links\":[]}],\"properties\":{\"cnr_id\":\"ComfyUI-WanVideoWrapper\",\"ver\":\"49430f900bf812a1e281560bafafd04c43dfdf13\",\"widget_ue_connectable\":{},\"Node name for 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corruption\\n\\n\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":112,\"type\":\"Note\",\"pos\":[7311.212890625,-12.476815223693848],\"size\":[242.92144775390625,102.75973510742188],\"flags\":{},\"order\":13,\"mode\":0,\"inputs\":[],\"outputs\":[],\"properties\":{\"widget_ue_connectable\":{}},\"widgets_values\":[\"if you dont have fp 16 fast, then switch to fp16\\n\\nif you dont have sage attention, use SDPA 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}
] |
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