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November 25, 2025 03:13
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Comfy Cloud Fun Control with Video Input
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| "色调艳丽,过曝,静态,细节模糊不清,字幕,风格,作品,画作,画面,静止,整体发灰,最差质量,低质量,JPEG压缩残留,丑陋的,残缺的,多余的手指,画得不好的手部,画得不好的脸部,畸形的,毁容的,形态畸形的肢体,手指融合,静止不动的画面,杂乱的背景,三条腿,背景人很多,倒着走" | |
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| "title": "About Control Video", | |
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| "You may need the following custom nodes to preprocess the control video:\n1. [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)\n2. [ComfyUI-DepthAnythingV2](https://github.com/kijai/ComfyUI-DepthAnythingV2)\n\nYou can find the control video we use [here](https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-control).\n\nThis model supports multiple control conditions such as Canny, Depth, Pose, and trajectory control." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
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| "id": 183, | |
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| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
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| "Using the Wan2.2 Lighting LoRA will result in the loss of video dynamics, but it will reduce the generation time. This template provides two workflows, and you can enable one as needed." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
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| "inputs": [], | |
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| "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-control\n) \n\n**Diffusion Model**\n- [wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors)\n- [wan2.2_fun_control_low_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_control_low_noise_14B_fp8_scaled.safetensors)\n\n**LoRA**\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors)\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.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 Encoder** \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\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_fun_control_low_noise_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors\n│ ├───📂 loras/\n│ │ ├─── wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors\n│ │ └─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n" | |
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| "Wan2.2-Fun-Control is a 14B-parameter video generation model launched by Alibaba PAI, supporting multiple control conditions such as Canny, Depth, Pose and trajectory control. \n\nIt enables multi-resolution (512/768/1024) video prediction, trained with 81 frames and 16 FPS, and supports multilingual generation." | |
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| "On a sunny summer day, there are marshmallow - like clouds, and the sunlight is bright and warm. A girl with white curly double - ponytails is wearing unique sunglasses, distinctive clothes and shoes. Her posture is natural and full of dynamic tension. The background is the scene of the Leaning Tower of Pisa in Italy, emphasizing the realistic contrast of details in reality. The whole picture is in a realistic 3D style, rich in details and with a relaxed atmosphere. She is dancing slowly, waving her hands." | |
| ], | |
| "color": "#232", | |
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