---
license: creativeml-openrail-m
tags:
- stable-diffusion
- text-to-image
---
# MakotoShinkai-Style-Diffusion
This is the fine-tuned Stable Diffusion model trained by dreambooth with 10k steps, images  dataset from MakotoShinkai's videos.
Use the tokens **MakotoShinkaiStyle** in your prompts for the effect.
### 🧨 Diffusers

This model can be used just like any other Stable Diffusion model. For more information,
please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).

You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().

```python
from diffusers import StableDiffusionPipeline
import torch
import os
from PIL import Image
model_id = "michaelz/MakotoShinkai-Style-Diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float32)
pipe.requires_safety_checker = False
pipe.safety_checker = None
pipe = pipe.to("cuda")

save_dir = os.path.join("results")
os.makedirs(save_dir,exist_ok=True)
prompt_list = [
               "MakotoShinkaiStyle, a beautiful sky",
               "MakotoShinkaiStyle, a beautiful landscape",
               "MakotoShinkaiStyle, a beautiful city"]
for prompt in prompt_list:
    torch.manual_seed(-1)
    image = pipe(prompt,width = 512,height = 512).images[0]
    save_path = os.path.join(save_dir,prompt + ".png")
    image.save(save_path)
```
![MakotoShinkaiStyle, a beautiful sky.png](https://s3.amazonaws.com/moonup/production/uploads/1676805795499-63575826a482286f0dcb8bee.png)
![MakotoShinkaiStyle, a beautiful landscape.png](https://s3.amazonaws.com/moonup/production/uploads/1676805795311-63575826a482286f0dcb8bee.png)
![MakotoShinkaiStyle, a beautiful city.png](https://s3.amazonaws.com/moonup/production/uploads/1676805795541-63575826a482286f0dcb8bee.png)
![MakotoShinkaiStyle,beautiful slice of life anime scene of rural steampunk train station, surrounded by nature, relaxing, calm, cozy, peaceful .png](https://s3.amazonaws.com/moonup/production/uploads/1676806501592-63575826a482286f0dcb8bee.png)
### Sample images from the model:

**Version 1** (MakotoShinkai-Style-Diffusion-10k): This model was trained by dreambooth by 10k steps