Vace Outpainting, new Depth extractor
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@@ -88,6 +88,36 @@ python wgp.py --lora-preset mypreset.lset
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- Presets include comments with usage instructions
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- Share `.lset` files with other users
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## Supported Formats
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WanGP supports multiple lora formats:
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- **Safetensors** (.safetensors)
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- **Replicate** format
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- **Standard PyTorch** (.pt, .pth)
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## Safe-Forcing lightx2v Lora (Video Generation Accelerator)
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Safeforcing Lora has been created by Kijai from the Safe-Forcing lightx2v distilled Wan model and can generate videos with only 2 steps and offers also a 2x speed improvement since it doesnt require classifier free guidance. It works on both t2v and i2v models
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### Setup Instructions
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1. Download the Lora:
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```
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https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_T2V_14B_lightx2v_cfg_step_distill_lora_rank32.safetensors
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```
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2. Place in your `loras/` directory
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### Usage
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1. Select a Wan t2v or i2v model (e.g., Wan 2.1 text2video 13B or Vace 13B)
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2. Enable Advanced Mode
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3. In Advanced Generation Tab:
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- Set Guidance Scale = 1
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- Set Shift Scale = 5
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4. In Advanced Lora Tab:
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- Select the Lora above
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- Set multiplier to 1
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5. Set generation steps to 2-8
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6. Generate!
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## CausVid Lora (Video Generation Accelerator)
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CausVid is a distilled Wan model that generates videos in 4-12 steps with 2x speed improvement.
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@@ -118,19 +148,14 @@ CausVid is a distilled Wan model that generates videos in 4-12 steps with 2x spe
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*Note: Lower steps = lower quality (especially motion)*
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## Supported Formats
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WanGP supports multiple lora formats:
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- **Safetensors** (.safetensors)
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- **Replicate** format
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- **Standard PyTorch** (.pt, .pth)
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## AccVid Lora (Video Generation Accelerator)
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AccVid is a distilled Wan model that generates videos with a 2x speed improvement since classifier free guidance is no longer needed (that is cfg = 1).
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### Setup Instructions
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1. Download the CausVid Lora:
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1. Download the AccVid Lora:
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- for t2v models:
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```
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@@ -152,6 +177,9 @@ AccVid is a distilled Wan model that generates videos with a 2x speed improvemen
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- Set Shift Scale = 5
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4. The number steps remain unchanged compared to what you would use with the original model but it will be two times faster since classifier free guidance is not needed
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https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_T2V_14B_lightx2v_cfg_step_distill_lora_rank32.safetensors
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## Performance Tips
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### Fast Loading/Unloading
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