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license: apache-2.0
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# lightx2v/Wan2.1-T2V-14B-StepDistill-CfgDistill & Wan-AI/Wan2.1-VACE-14B Scopes Addon Experiment

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> [!IMPORTANT]
> ⚠️ **Notice:**  
> This project is intended for experimental use only. 
>

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This is an addon experiment of [lightx2v/Wan2.1-T2V-14B-StepDistill-CfgDistill](https://huggingface.co/lightx2v/Wan2.1-T2V-14B-StepDistill-CfgDistill) and [Wan-AI/Wan2.1-VACE-14B](https://huggingface.co/Wan-AI/Wan2.1-VACE-14B) scopes. 

The process involved extracting VACE scopes and injecting into the target models, using scripts provided by [wsbagnsv1](https://huggingface.co/wsbagnsv1). 

The FP16 model weights were then quantized to specific FP8 formats (E4M3FN and E5M2) using ComfyUI custom node [ComfyUI-ModelQuantizer](https://github.com/lum3on/ComfyUI-ModelQuantizer) by [lum3on](https://github.com/lum3on). 

For GGUF quants, please visit [QuantStack/Wan2.1_T2V_14B_LightX2V_StepCfgDistill_VACE-GGUF](https://huggingface.co/QuantStack/Wan2.1_T2V_14B_LightX2V_StepCfgDistill_VACE-GGUF). 

## Usage

The model files can be used in [ComfyUI](https://github.com/comfyanonymous/ComfyUI/) with the WanVaceToVideo node. Place the required model(s) in the following folders:

| Type         | Name                                        | Location                          | Download                |
| ------------ | ------------------------------------------- | --------------------------------- | ----------------------- |
| Main Model   | Wan2.1_T2V_14B_LightX2V_StepCfgDistill_VACE | `ComfyUI/models/diffusion_models` | Safetensors (this repo) |
| Text Encoder | umt5-xxl-encoder                            | `ComfyUI/models/text_encoders`    | [Safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/text_encoders) / [GGUF](https://huggingface.co/city96/umt5-xxl-encoder-gguf/tree/main) |
| VAE          | Wan2_1_VAE_bf16                             | `ComfyUI/models/vae`              | [Safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors) |

[**ComfyUI example workflow**](https://docs.comfy.org/tutorials/video/wan/vace)

### Notes

*All original licenses and restrictions from the base models still apply.*

 ## Reference

- For an overview of Safetensors format, please see the [Safetensors format](https://huggingface.co/docs/safetensors/index#format).