readme: ---
  license: creativeml-openrail-m
  language:
  - en
  pipeline_tag: text-to-image
  tags:
  - stable-diffusion
  - art
  - cutesexyrobutts
  - style
  - dreambooth
  datasets:
  - Cosk/cutesexyrobutts
  library_name: diffusers
  widget:
  - text: portrait of a beautiful girl
  - text: beautiful girl, playboy bunny, dark skin, black hair, blunt bangs, ponytail
  ---
  
  # 'Sketchstyle' (cutesexyrobutts style)
  Base model: https://huggingface.co/Linaqruf/anything-v3.0.
  Used 'fast-DreamBooth' on Google Colab and 768x768 images for all versions.
  
  **Versions:**
  - V1: Trained with around 1300 images (from danbooru), automatically cropped.
  - V2: Trained with 400 handpicked and handcropped images.
  - V3: Trained with the same images as V2, but with 'style training' enabled.
  - V4: Trained with 407 images, including 'captions' for each image.
  
  **Recommended to use:**
  - V4-42k (pretty good style and decent anatomy, might be the best)
  - V3-40k (decent style and anatomy)
  - V4-10k (best anatomy, meh style)
  - V4-100k (good style, bad anatomy/hard to use, useful with img2img)
  
  **Usage recommendations:**
  - For V4, don't use CFG Scale over 11-12, as it will generate an overcooked image. Try between 6 to 9 at first. 9 seems to be the best if you're using the 'sketchstyle' in the prompt, if not, lower
  - Generating specific characters might be hard, result in bad anatomy or not even work at all. If you want an specific character, the best is to use img2img with an image generated with another model
  - Going over a certain resolution will generate incoherent results, so try staying close to 768x768 (examples: 640x896, 768x960, 640x1024, 832x640, and similar). Maybe Hires fix could help.
  - Make sure to add nsfw/nipples/huge or large breasts in the negative prompts if you don't want any of those.
  - Skin tone tends to be 'tan', use dark skin/tan on the negative prompts if its the case, and/or pale skin in the prompts.
  - Using img2img to change the style of another image generally gives the best results, examples below.
  
  Pay attention to this number. Normally going below 75 generates bad results, specially with models with high steps like V4-100k. Best with 100+
  ![Screenshot_1.png](https://s3.amazonaws.com/moonup/production/uploads/1671505643175-633520c031a2be3938c9f8f5.png)
  
  Token: 'sketchstyle' (if used, anatomy may get affected, but it can be useful for models with low steps to get a better style)<br />
  
  **Limitations and known errors:**
  - Not very good anatomy
  - Sometimes it generates artifacts, specially on the eyes and lips
  - Tends to generate skimpy clothes, open clothes, cutouts, and similar
  - Might generate unclear outlines
  Try using inpainting and/or img2img to fix these.
  
  
  # Comparison between different versions and models
  
  As you can see, robutts tends to give less coherent results and might need more prompting/steps to get good results (tried on other things aswell with similar results)
  ![comparison.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671502776323-633520c031a2be3938c9f8f5.jpeg)
  
  V2 with 10k steps or lower tends to give better anatomy results, and over that the style appears more apparent, so 10k is the 'sweet spot'.
  ![comparison2.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671504780023-633520c031a2be3938c9f8f5.jpeg)
  
  Around 40 steps seems to be the best, but you should use 20 steps and, if you get an image you like, you increase the step count to 40 or 50.
  ![comparison3.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671509387599-633520c031a2be3938c9f8f5.jpeg)
  
  Comparison between not completing that negative prompt and increasing the strength too much.
  ![comparison4.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671568686470-633520c031a2be3938c9f8f5.jpeg)
  
  Comparison (using V3-5k) of token strength.
  ![comparison5.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671571773116-633520c031a2be3938c9f8f5.jpeg)
  
  Another comparison of token strength using V3-15k.
  ![comparison6.jpg](https://s3.amazonaws.com/moonup/production/uploads/1671734192353-633520c031a2be3938c9f8f5.jpeg)
  
  Comparison, from 1 to 30 steps, between NovelAI - Sketchstyle V3-27500 (img2img with NovelAI image) - Sketchstyle V3-27500. Using Euler sampler.
  ![comparison.gif](https://s3.amazonaws.com/moonup/production/uploads/1672115659361-633520c031a2be3938c9f8f5.gif)
  
  # Examples:
  ![05144-1365838486-(masterpiece,best quality,ultra-detailed),((((face close-up)))),((profile)),((lips,pink_eyes)),((pink_hair,hair_slicked_back,hai.png](https://s3.amazonaws.com/moonup/production/uploads/1671513540474-633520c031a2be3938c9f8f5.png)
  ```bibtex
  Prompt: (masterpiece,best quality,ultra-detailed),((((face close-up)))),((profile)),((lips,pink_eyes)),((pink_hair,hair_slicked_back,hair_strand)),(serious),portrait,frown,arms_up,adjusting_hair,eyelashes,parted_lips,(sportswear,crop_top),toned,collarbone,ponytail,1girl,solo,highres<br />
  Negative prompt: (deformed,disfigured),(sitting,fat,thick,thick_thighs,nsfw),open_clothes,open_shirt,(jewelry,earrings,hair_o