yumekawa_diffusion

Generate a "Yumekawaii" image

Do not use too many Prompts.

Negative Prompt should be low quality, bad face, bad hands, etc.

How to run

You can run in Google colab

clone the library

pip install --upgrade git+https://github.com/huggingface/diffusers.git transformers accelerate scipy

and run folowing scripts

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

Various Prompts

・Negative Prompt : low quality,bad face,bad hands,
・Step : 28
・CFG Scale : 7.5
・Sampling method : Euler a
・ｗ×ｈ＝512×768

Traning : 2023/01/13
Public : 2023/01/15 teftef