画师提示词应用

在 SDXL 模型中，模型的泛化能力大大的增强，仅靠提示词就可以实现比 SD 1.5 模型更多的效果。在基于 SDXL 的 NovelAI 3 中，就可以通过画师提示词来调整画面的画风。

当然在开源社区中有一些模型也能通过画师提示词来调整画风，比如 Animagine XL 3，Kohaku XL Epsilon，Illustrious-XL，NoobAI-XL。

在 Danbooru 的提示词标注中，图片标注了画师的名字，在模型使用 Danbooru 的数据进行训练时，只要训练集的标注中包含的画师名字的标注，就可以让模型学会通过画师名字区分对应的画风，在使用该模型时就可以通过画师提示词调整模型的出图画风。

画师提示词来源

画师的名字有中文 / 英文 / 日文等，但 在 Stable Diffusion 中只认英文的提示词，所以需要寻找对应的英文提示词。在模型的介绍页可能会说明支持的一些画师提示词，比如 Kohaku XL Epsilon，或者去数据集来源站点，如 Danbooru 来寻找。

Note

其实有支持中文或者日文的 SDXL 模型，华为出了支持中文提示词的 SDXL 模型，Stability AI 出了支持日文提示词的 SDXL 模型。

怎么用

请确保 SD WebUI 的版本大于 1.5 以支持 SDXL 模型，现在使用 Animagine XL 3.0 模型进行演示。

模型（点击即可下载）	放置路径
Animagine XL 3.0	stable-diffusion-webui/models/Stable-diffusion
sdxl_fp16_fix_vae	stable-diffusion-webui/models/VAE
vaeapprox-sdxl	stable-diffusion-webui/models/VAE-approx
model	stable-diffusion-webui/models/VAE-approx

Note

将大模型换成 SDXL 后，VAE 模型也要换成对应 SDXL 版本的，否则将出现花图。

这里先尝试不用画师提示词的写法。

1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
looking at viewer,under the tree,hand on own chest,fist,
landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
close-up,upper body,from side,

在不加任何画风提示词下，模型生成的图片即为模型默认的画风。现在在原来的提示词上加风格提示词。

• watercolor,pastel color

watercolor,pastel color, 
1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
looking at viewer,under the tree,hand on own chest,fist,
landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
close-up,upper body,from side,

• monochrome

  monochrome, 
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

• chibi,deformed,watercolor

  chibi,deformed,watercolor,
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

可以看到模型生成的图片的画风有了改变。

现在把风格提示词换成画师提示词。

• weri

weri,
1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
looking at viewer,under the tree,hand on own chest,fist,
landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
close-up,upper body,from side,

• maccha $mochancc$

  maccha \(mochancc\),
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

使用画师提示词也能和风格提示词能够改变模型生成图片的画风。

现在尝试多个画师提示词进行组合。

• ciloranko,maccha $mochancc$,quan $kurisu tina$

  ciloranko,maccha \(mochancc\),quan \(kurisu tina\),
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

• quansarcake,hxxg,chiaroscuro,atdan

  quansarcake,hxxg,chiaroscuro,atdan,
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

通过不同的画师提示词组合，可以得到新的画风。

风格提示词也可以和画师提示词一起使用。

• meme,chibi,jazz_jack,xinzoruo

  meme,chibi,jazz_jack,xinzoruo,
  1girl,animal ears,animal ear fluff,cat ears,pink hair,short hair,bangs,blush,closed mouth,light smile,purple eyes,hair between eyes,white hoodie,flat chest,
  looking at viewer,under the tree,hand on own chest,fist,
  landscape,grass,flower,blue sky,cirrocumulus,moody lighting,sunlight,day,building,house,path,wind,cherry blossoms tree,falling petals,
  close-up,upper body,from side,
  

通过组合不同的画师提示词就可以达到画出不同画风的图片，并且可以适当加上风格提示词，通过提示词的方式就可以轻松得到自己想要的画风。