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This model needs at least 73 frames. If you set the value too high, it might cause an out-of-memory issue.\n\nSo you can just leave 77 as it is."],"color":"#432","bgcolor":"#653"},{"id":56,"type":"AudioEncoderEncode","pos":[1130,740],"size":[285.087890625,46],"flags":{},"order":20,"mode":0,"inputs":[{"localized_name":"audio_encoder","name":"audio_encoder","type":"AUDIO_ENCODER","link":120},{"localized_name":"audio","name":"audio","type":"AUDIO","link":121}],"outputs":[{"localized_name":"AUDIO_ENCODER_OUTPUT","name":"AUDIO_ENCODER_OUTPUT","type":"AUDIO_ENCODER_OUTPUT","links":[193,206,215,253]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.54","Node name for S&R":"AudioEncoderEncode"},"widgets_values":[]},{"id":111,"type":"Note","pos":[2060,-80],"size":[350,140],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[],"title":"! Important","properties":{},"widgets_values":["If you need longer video output, just select one subgraph below, then use Ctrl+C and Ctrl+Shift+V to copy and paste the Video S2V Extend subgraph. Each of them will extend the other frames you set to the chunk length; by default, it's 77 frames."],"color":"#322","bgcolor":"#533"},{"id":103,"type":"PrimitiveInt","pos":[420,1050],"size":[306.36004638671875,82],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","links":[316,317,318,319]}],"title":"Steps","properties":{"cnr_id":"comfy-core","ver":"0.3.54","Node name for S&R":"PrimitiveInt"},"widgets_values":[4,"fixed"]},{"id":105,"type":"PrimitiveFloat","pos":[420,1180],"size":[306.36004638671875,58],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"FLOAT","widget":{"name":"value"},"link":null}],"outputs":[{"localized_name":"FLOAT","name":"FLOAT","type":"FLOAT","links":[348,349,350,351]}],"title":"CFG","properties":{"cnr_id":"comfy-core","ver":"0.3.54","Node name for S&R":"PrimitiveFloat"},"widgets_values":[1]},{"id":144,"type":"MarkdownNote","pos":[770,1140],"size":[280,110],"flags":{},"order":5,"mode":0,"inputs":[],"outputs":[],"title":"Sampler settings","properties":{},"widgets_values":["| model | Steps | cfg |\n|---------------------|---------------|---------------|\n| With 4 steps lightning LoRA | 4 | 1.0 |\n| Without 4 Steps lightning LoRA | 20 | 6.0 |\n"],"color":"#432","bgcolor":"#653"},{"id":112,"type":"Note","pos":[390,-200],"size":[380,110],"flags":{},"order":6,"mode":0,"inputs":[],"outputs":[],"title":"About lightning LoRA","properties":{},"widgets_values":["Tested all wan2.2 lightning LoRAs; all worked, but many keys didn't match. However, because it reduces generation time a lot, we added this lightning model. If you find the output quality is too bad, you can try the 20 steps workflow without lightning LoRA."],"color":"#432","bgcolor":"#653"},{"id":108,"type":"MarkdownNote","pos":[-590,110],"size":[480,500],"flags":{},"order":7,"mode":0,"inputs":[],"outputs":[],"title":"Model Links","properties":{},"widgets_values":["[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2-2-s2v\n) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2-2-s2v\n)\n\n**diffusion_models** \n- [wan2.2_s2v_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_s2v_14B_fp8_scaled.safetensors)\n- [wan2.2_s2v_14B_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_s2v_14B_bf16.safetensors)\n\n**audio_encoders**\n- [wav2vec2_large_english_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/audio_encoders/wav2vec2_large_english_fp16.safetensors)\n\n**vae**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**text_encoders** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_s2v_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_s2v_14B_bf16.safetensors # The bf16 model will cause less degradation\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ ├───📂 audio_encoders/ # Create one if you can't find this folder\n│ │ └─── wav2vec2_large_english_fp16.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n"],"color":"#432","bgcolor":"#653"},{"id":181,"type":"MarkdownNote","pos":[-90,-60],"size":[420,130],"flags":{},"order":8,"mode":0,"inputs":[],"outputs":[],"title":"About fp8_scaled and bf16","properties":{},"widgets_values":["You can find both models [Here](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/diffusion_models)\n\n- [wan2.2_s2v_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_s2v_14B_fp8_scaled.safetensors)\n- [wan2.2_s2v_14B_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_s2v_14B_bf16.safetensors)\n\nThis template is using wan2.2_s2v_14B_fp8_scaled.safetensors, which requires less VRAM. But you can try wan2.2_s2v_14B_bf16.safetensors to reduce degradation."],"color":"#432","bgcolor":"#653"},{"id":182,"type":"UnetLoaderGGUF","pos":[-80,170],"size":[270,58],"flags":{},"order":9,"mode":0,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[499]}],"properties":{"cnr_id":"ComfyUI-GGUF","ver":"d247022e3fa66851c5084cc251b076aab816423d","Node name for 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