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---
language:
- ja
- en
---
# yumekawa_diffusion
[](https://colab.research.google.com/drive/1jUvv2RXEFo-fQVSSzVBs7vU22au3OLcC?usp=sharing#scrollTo=Ri6jRc9kAust)
Generate a "Yumekawaii" image
Do not use too many Prompts.
Negative Prompt should be low quality, bad face, bad hands, etc.
<img src="https://s3.amazonaws.com/moonup/production/uploads/1673848269039-63056e2d99870e13d3df4e73.png" width="900" >
# How to run
You can run in Google colab[](https://colab.research.google.com/drive/1jUvv2RXEFo-fQVSSzVBs7vU22au3OLcC?usp=sharing#scrollTo=Ri6jRc9kAust)
Use [🤗HuggingFace Diffusers library](https://github.com/huggingface/diffusers)
clone the library
```
pip install --upgrade git+https://github.com/huggingface/diffusers.git transformers accelerate scipy
```
and run folowing scripts
```python
import torch
from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler
model_id = "teftef/yumekawa_diffusion_ver2.1"
scheduler = EulerDiscreteScheduler.from_pretrained(model_id, subfolder="scheduler")
pipe = StableDiffusionPipeline.from_pretrained(model_id, scheduler=scheduler)
pipe = pipe.to("cuda")
prompt = "a girl"
negative_prompt="low quality,bad face,bad anatomy,bad hand"
image = pipe(prompt,negative_prompt=negative_prompt).images[0]
image.save("output_img.png")
```
# Result
**Left** : Waifu Diffusion 1.4 e1
**Middle** : Fine tuned model without LoRA : **[can use in here]**(https://huggingface.co/teftef/teftef_fox_ear_2_0/tree/main)
**Right** : Fine tuning with RoLA (yumekawa_diffusion)
### Fixed Prompts
・Prompt : a girl,
・Negative Prompt : low quality,bad face,bad hands,
・Step : 28
・CFG Scale : 7.5
・Sampling method : Euler a
・ｗ×ｈ＝512×768
<img src="https://s3.amazonaws.com/moonup/production/uploads/1673772447629-63056e2d99870e13d3df4e73.png" width="700" >
### Various Prompts
・Negative Prompt : low quality,bad face,bad hands,
・Step : 28
・CFG Scale : 7.5
・Sampling method : Euler a
・ｗ×ｈ＝512×768
<img src="https://s3.amazonaws.com/moonup/production/uploads/1673771856440-63056e2d99870e13d3df4e73.png" width="700" >
Traning : 2023/01/13
Public : 2023/01/15 teftef |