# SoteDiffusion V2

An anime finetune of Würstchen V3 / Stable Cascade.

# Release Notes

- This release is sponsored by fal.ai/grants

- Trained on 12M text & image paris including WD tags and natural language captions for a single epoch on 8xH100 80GB SXM5 GPUs.

- Trained with Full FP32 and MAE Loss.

# ComfyUI

Use these arguments when starting ComfyUI: --fp16-vae --fp16-unet

Download the Stage C to unet folder: https://civarchive.com/api/download/models/703072?type=Model&format=SafeTensor&size=pruned&fp=fp16

Download the Stage C Text Encoder to clip folder: https://civarchive.com/api/download/models/704783?type=Model&format=SafeTensor&size=pruned&fp=fp16

Download the Stage B to unet folder: https://civarchive.com/api/download/models/704646?type=Model&format=SafeTensor&size=pruned&fp=fp16

Download the Stage A to vae folder: https://huggingface.co/madebyollin/stage-a-ft-hq/resolve/main/stage_a_ft_hq.safetensors

Download the workflow and load it: https://huggingface.co/Disty0/sotediffusion-v2/resolve/main/comfyui_workflow.json?download=true

Stage C sampler: DPMPP 2M or DPMPP 2M SDE with SGM Uniform scheduler

Stage C steps: 28

Stage C CFG: 6.0

Stage B sampler: LCM with Exponential scheduler

Stage B steps: 14

Stage B CFG: 1.0

## SD.Next

URL: https://github.com/vladmandic/automatic/

Go to Models -> Huggingface and type Disty0/sotediffusion-v2 into the model name and press download.

Load Disty0/sotediffusion-v2 after the download process is complete.

Prompt:

```

your prompt goes here

very aesthetic, best quality, newest,

```

(New lines act the same way as BREAK in SD.Next)

Negative Prompt:

```

very displeasing, displeasing, worst quality, bad quality, low quality, realistic, monochrome, comic, sketch, oldest, early, artist name, signature, blurry, simple background, upside down,

```

Parameters:

Sampler: Default

Steps: 28

Refiner Steps: 14

CFG: 5.0 to 6.0

Secondary CFG: 1.0 to 1.5

Resolution: 1280x1280, 1024x1536, 1024x2048, 2048x1152

Anything works as long as it's a multiply of 128.

## License

SoteDiffusion models falls under [Fair AI Public License 1.0-SD](https://freedevproject.org/faipl-1.0-sd/) license, which is compatible with Stable Diffusion models’ license. Key points:

1. Modification Sharing: If you modify SoteDiffusion models, you must share both your changes and the original license.

2. Source Code Accessibility: If your modified version is network-accessible, provide a way (like a download link) for others to get the source code. This applies to derived models too.

3. Distribution Terms: Any distribution must be under this license or another with similar rules.

4. Compliance: Non-compliance must be fixed within 30 days to avoid license termination, emphasizing transparency and adherence to open-source values.

Notes: Anything not covered by Fair AI license is inherited from Stability AI Non-Commercial license.