昨天完全重构了适用于Wan2.2 Video的工作流。和Animate一样，按功能组区分，将输入放在一起，按最短边自动缩放图像。
相关工作流展示如下：
工作流说明
参考运行时间：
RTX4060 8GB vRAM + 32G RAM i2v(GGUF Q5_K_M; 81*512*784): Prompt executed in 00:10:14
RTX4070 16GB vRAM + 32G RAM i2v(Remix; 81*576*864): Prompt executed in 325.84 seconds
RTX5080 laptop 16G vRAM + 64G RAM i2v(Remix; 81*576*960): Prompt executed in 377.07 seconds
所需资源
Models:
Main Process:
– Wan 2.2 (GGUF), Put in: ComfyUI\models\unet; vRAM 16G can use Q8_0, vRAM 8G can use Q5_K_M.
– Wan2.2-T2V.
https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/resolve/main/HighNoise/Wan2.2-T2V-A14B-HighNoise-Q5_K_M.gguf
https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/resolve/main/LowNoise/Wan2.2-T2V-A14B-LowNoise-Q5_K_M.gguf
– Wan2.2-I2V.
https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF/resolve/main/HighNoise/Wan2.2-I2V-A14B-HighNoise-Q5_K_M.gguf
https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF/resolve/main/LowNoise/Wan2.2-I2V-A14B-LowNoise-Q5_K_M.gguf
Wan 2.2 (safetensors), Put in: ComfyUI\models\diffusion_models
– Remix 2.0 NSFW Version, I2V.
https://huggingface.co/FX-FeiHou/wan2.2-Remix/resolve/main/NSFW/Wan2.2_Remix_NSFW_i2v_14b_high_lighting_v2.0.safetensors
https://huggingface.co/FX-FeiHou/wan2.2-Remix/resolve/main/NSFW/Wan2.2_Remix_NSFW_i2v_14b_low_lighting_v2.0.safetensors
– umt5-xxl-encoder-Q8_0.gguf; (CLIP) Put in: ComfyUI\models\text_encoders
https://huggingface.co/city96/umt5-xxl-encoder-gguf/resolve/main/umt5-xxl-encoder-Q8_0.gguf
NSFW-API/NSFW-Wan-UMT5-XXL
https://huggingface.co/NSFW-API/NSFW-Wan-UMT5-XXL/resolve/main/nsfw_wan_umt5-xxl_fp8_scaled.safetensors
– wan_2.1_vae.safetensors (VAE) Put in: ComfyUI\models\vae
https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors
– Optional Loras, speed-up; Put in: ComfyUI\models\loras\LightX2V
Page Link: https://huggingface.co/lightx2v/Wan2.2-Distill-Loras/tree/main
https://huggingface.co/lightx2v/Wan2.2-Distill-Loras/resolve/main/wan2.2_i2v_A14b_high_noise_lora_rank64_lightx2v_4step_1022.safetensors
https://huggingface.co/lightx2v/Wan2.2-Distill-Loras/resolve/main/wan2.2_i2v_A14b_low_noise_lora_rank64_lightx2v_4step_1022.safetensors
ComfyUI Nodes:
– rgthree-comfy
– ComfyUI-KJNodes
– ComfyUI-VideoHelperSuite
– ComfyUI-Frame-Interpolation
– Comfyui-Memory_Cleanup
– ComfyUI-GGUF
– comfyui-custom-scripts