My TG Channel - <a target="_blank" rel="ugc" href="https://t.me/StefanFalkokAI">https://t.me/StefanFalkokAI</a>My TG Chat - <a target="_blank" rel="ugc" href="https://t.me/+y4R5JybDZcFjMjFi">https://t.me/+y4R5JybDZcFjMjFi</a>Hi! I introduce my working workflow with Wan 2.2 Latent Video Upscaler generation video for ComfyUI.You need to have Wan 2.2 T2V low noise model(<a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors">https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/blob/main/T2V/Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors</a>), clip (<a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/blob/main/split_files/text_encoders/umt5_xxl_fp16.safetensors">https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/blob/main/split_files/text_encoders/umt5_xxl_fp16.safetensors</a>), audio encoder and vae (wan 2.1 vae)GGUF - <a target="_blank" rel="ugc" href="https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/tree/main/LowNoise">https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/tree/main/LowNoise</a>Also I have included Lora <a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v">https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v </a>for better and fast generationI recomend set strength 1.5 for loras to get best resultsAlso you need to have Sageattention 2.2.0 with Triton (<a target="_blank" rel="ugc" href="https://huggingface.co/Kijai/PrecompiledWheels/tree/main">https://huggingface.co/Kijai/PrecompiledWheels/tree/main</a>) and Torch 2.7.0+ for faster generation (<a target="_blank" rel="ugc" href="https://github.com/pytorch/pytorch/releases">https://github.com/pytorch/pytorch/releases</a>), also u need download and install CUDA 12.8 (<a target="_blank" rel="ugc" href="https://developer.nvidia.com/cuda-12-8-0-download-archive">https://developer.nvidia.com/cuda-12-8-0-download-archive</a>) and VS Code (<a target="_blank" rel="ugc" href="https://visualstudio.microsoft.com/downloads/">https://visualstudio.microsoft.com/downloads/</a>)Instruction how to install Sageattention (1.0.6, how to install sageattention 2.2.0 - rename .whl file to .zip and put folders from .zip to ComfyUI\python_embeded\Lib\site-packages)<div data-youtube-video><iframe width="640" height="480" allowfullscreen="true" autoplay="false" disablekbcontrols="false" enableiframeapi="false" endtime="0" ivloadpolicy="0" loop="false" modestbranding="false" origin playlist src="https://www.youtube.com/embed/OcCyZgDg7V4?rel=1" start="0"></iframe></div>Leave comments if you have trouble or you found the problem with workflow

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