WAN 2.2 T2I (Text to Image) With SageAttention + Torch (NSFW Content)

v1.1
falkok21z
about 1 month ago

Hi! I introduce my working workflows with Wan 2.2 generationg video for ComfyUI.

I have included workflow with wan 2.2 T2I with some loras.

You need to have Wan 2.2 models (https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main), clip (https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-bf16.safetensors) and vae (wan 2.1 vae)

Also I have included Loras from https://civitai.com/models/1678575/wan21fusionx-the-lora and https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v for better and fast generation, also if you want generate realistic images - i recommend install this lora https://civitai.com/models/1834338?modelVersionId=2079614 (this lora has included in workflow)

Also you need to have Sageattention 2.2.0 with Triton (https://huggingface.co/Kijai/PrecompiledWheels/tree/main) and Torch 2.7.0+ for faster generation (https://github.com/pytorch/pytorch/releases), also u need download and install CUDA 12.8 (https://developer.nvidia.com/cuda-12-8-0-download-archive) and VS Code (https://visualstudio.microsoft.com/downloads/)

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)

I recommend generate images at least 540p, but for better results generate in 720p

Leave comments if you have trouble or you found the problem with workflows

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Base model: Wan Video 2.2 T2V-A14B

Latest version (v1.1): 1 File

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