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20 models that are trained over hakurei's Waifu Diffusion.

Each model was trained on a notable Japanese AI artist's works using dreambooth, with 30 of their works gained mainly from twitter (except for aibanousagi, which I could find only 23).

It tooks 1000 steps to train each model, at a learning rate of 5-e6. I have shared the notebook here in case you want to try out additional training.

Some are good at backgrounds, while others can generate a semi-realistic style as seen in many SD 1.5 anime/waifu models (and some might be a bit overfitted).

The dataset is published here.

For those who are against generative AIs

You can see that now they are the target. Take our tool. Now is the time for pay back. Generate the images in their styles, and bring back the power you had to yourself.

For those who support the development of generative AIs

Some of the AI artists, even though they take advantage of the open strategy of Stable Diffusion, now tend to hide their prompts, trying to monopolize their style (I'm not saying the AI artists I trained are as such, to be sure).

To continue protecting our values and beliefs on the open community and fight against them trying to create another pre-modern style guilds, I will show you a new way.

You no longer need their prompts; just train their images by yourself to protect the open community. It's not only legal but also ethical, as they have been taking advantages of others' trained dataset.

trained artist list

  • 852wa
  • aibanousagi
  • aioeoekakino
  • airhara
  • alfredplpl
  • callimiya
  • citrus
  • elessenar
  • kiri
  • korocon
  • lakeside
  • maccha
  • natsuku
  • nikaido
  • plat
  • roiyaruRIZ
  • swingwings
  • tuinositone
  • yunyalula
  • yuyuyu

samples

The basic prompt is as follows, but some of them may have additional postive tags (such as "in the style of") to get the result below (yes, use aitop (ARTIST)_style to gain the finetuned result).

POS: masterpiece, best quality, 1girl, aitop (ARTIST)_style
NEG: nsfw, worst quality, low quality, medium quality, deleted, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digits, fewer digits, cropped, jpeg artifacts, signature, watermark, username, blurry, simple background

852wa

852wa_sample

aibanousagi

aibanousagi_sample

aioeoekakino

aioeoekakino_sample

airhara

airhara_sample

alfredplpl

alfredplpl_sample

callimiya

callimiya_sample

citrus

citrus_sample

elessenar

elessenar_sample

kiri

kiri_sample

korocon

korocon_sample

lakeside

lakeside_sample

maccha

maccha_sample

natsuku

natsuku_sample natsuku_sample2 natsuku_sample3

nikaido

nikaido_sample

plat

plat_sample

roiyaruRIZ

roiyaruRIZ_sample

swingwings

swingwings_sample

tuinositone

tuinositone_sample

yunyalula

yunyalula_sample yunyalula_sample

yuyuyu

yuyuyu_sample

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Dataset used to train Phantom-Artist/phantom-diffusion