---
license: creativeml-openrail-m
---
### 💥🎨 The Simpsons dreambooth model.
This is a fine-tuned Stable Diffusion model based on The Simpsons.

Use **asim style** in your prompts.
The model has some trouble with double pupils and no pupils.
Using "cross-eyed" in the negative prompt appears to help?

### Sample images:
Samples are made with dynamic prompts. Negative prompts: watermark, text, signature, cross-eyed
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_famous_people.png)
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_famous_people2.png)
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_characters.png)
For people / characters:
asim style. dramatic beautiful { headshot | portrait } of \_\_person\_\_ {outside { in a garden | in a desert | on a mountain top | at a roman ruin} {at sunrise | at sunset | on an overcast afternoon | in the rain | in the snow | at night} | inside {a fancy living room | on a movie set | a vast empty dark space  | a kaleidoscope | an ancient library}  with {spotlights | neon lights | soft mood lighting | firefly lights } }. detailed background.
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_animals.png)
For animals:
asim style. dramatic closeup national geographic image of a \_\_animal\_\_ in its natural habitat. at {sunrise|sunset|night}. detailed background.
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_buildings.png)
asim style. + random prompt from the internet of cool looking structures: steampunk library, tower of babel, tree house, haunted victorian.
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_landscapes.png)
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_famous_places.png)
biomes:
asim style. a beautiful {summer | autumn | winter | spring } landscape panorama painting of \_\_biome\_\_ {at sunrise | at sunset | on an overcast afternoon | in the rain | in the snow | at night}

famous places: 
asim style. a beautiful panorama view of \_\_places\_\_ {at sunrise | at sunset | on a cloudy afternoon | in the rain | covered in snow}.
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_flowers.png)
flowers: 
asim style. a beautiful vase of \_\_flower\_\_ flowers. on a balcony table at { sunrise | sunset | night} . nearby a {bottle of {beer | wine}  and a half-empty glass | bowl of fruit}.
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_internet_examples.png)
![asim.jpg](https://huggingface.co/PiyarSquare/sd_asim_simpsons/resolve/main/grid_internet_examples2.png)
asim style. + Cool random prompt from the internet. The model mixes well with existing prompts with artists and styles. Though you may want to remove "photorealistic" from the prompt.

Based on StableDiffusion 1.5 model (full weights).

### Training
Made with [automatic1111 webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) + [d8ahazard dreambooth extension](https://github.com/d8ahazard/sd_dreambooth_extension) + [nitrosocke guide](https://github.com/nitrosocke/dreambooth-training-guide).

100 hand-cut training images.
About 70% people, 20% landscapes and 10% animals and objects.
Maybe one too many Cletus.
Detailed captions were written for each image such as: "A wide shot of a 40-year-old Caucasian man with glasses and a mustache. Dressed in a fishing hat, pink shirt, an olive fishing vest with pockets and brown trousers, sitting in a canoe on a lake. The man is fishing with a red fishing rod. There are trees and mountains in the background at sunset with a few clouds in the sky."

Learning rate was 1.72e-6 for 10,000 steps without prior preservation.
Useful tips from the reddit stablediffusion and the discusssions on d8ahazard's extension.
Notes on training on [d8ahazard dreambooth extension discussion](https://github.com/d8ahazard/sd_dreambooth_extension/discussions/443).

Excited to see what people do with this.
I would like to improve the eyes, if anyone has suggestions.