---
language:
- en
license: creativeml-openrail-m
thumbnail: "https://huggingface.co/Guizmus/PoW_UNDERWATER-WORLDS/resolve/main/showcase.jpg"
tags:
- stable-diffusion
- text-to-image
- image-to-image
---
# PoW : UNDERWATER WORLDS

![Showcase](https://huggingface.co/Guizmus/PoW_UNDERWATER-WORLDS/resolve/main/showcase.jpg)

## Theme

## Model description 

This is a model related to the "Picture of the Week" contest on Stable Diffusion discord.

I try to make a model out of all the submission for people to continue enjoy the theme after the even, and see a little of their designs in other people's creations. The token stays "PoW Style" and I balance the learning on the low side, so that it doesn't just replicate creations.

The total dataset is made of 38 pictures. It was trained on [Stable diffusion 1.5](https://huggingface.co/runwayml/stable-diffusion-v1-5). I used [EveryDream](https://github.com/victorchall/EveryDream2trainer) to do the training, 100 total repeat per picture over 50 epochs. The pictures were tagged using the token "PoW Style", and the username on discord followed by the userID. The dataset is provided below.

The recommended sampling is k_Euler_a or DPM++ 2M Karras on 20 steps, CFGS 7.5 .

## Trained tokens

* PoW Style
* sometimes8916
* 526christian2526
* Akumetsu9719982
* AndreTheApache9587
* bitspirit31653
* bWm_nubby6416
* crazykazoo2431
* Eppinette-Chi6220
* espasmo9486
* flowwolf4607
* Guizmus7459
* H20_Dancing8979
* Horvallis7915
* Jeremy6194
* JRW19948464
* Junglerally3955
* Max Headroom6734
* Meezy1963
* millennium_gun6377
* Munkyfoot7944
* Nerfgun37508
* NicoGJ2781
* NoOfTheBeast8209
* Omnia2931
* owleye1290
* Phaff1970
* piscabo8649
* Ras6722
* ResidentChiefNZ6989
* Rhapsody8685
* Satyam_SSJ107387
* tazi2574
* Trash--Panda6213
* valanya6869
* vcm077281
* Vil0404
* wpatzz5836
* xThIsIsBoToXx8765

## Download links

[SafeTensors](https://huggingface.co/Guizmus/PoW_UNDERWATER-WORLDS/resolve/main/PoWStyle-UnderwaterWorlds.safetensors)

[CKPT](https://huggingface.co/Guizmus/PoW_UNDERWATER-WORLDS/resolve/main/PoWStyle-UnderwaterWorlds.ckpt)

[Dataset](https://huggingface.co/Guizmus/PoW_UNDERWATER-WORLDS/resolve/main/PoWStyle-UnderwaterWorlds.zip)

## 🧨 Diffusers

This model can be used just like any other Stable Diffusion model. For more information,
please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).

You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().

```python
from diffusers import StableDiffusionPipeline
import torch

model_id = "Guizmus/PoW_UNDERWATER-WORLDS"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "PoW Style AndreTheApache9587"
image = pipe(prompt).images[0]

image.save("./PoWStyle.png")
```