---
license: creativeml-openrail-m
---

# Hitokomoru Diffusion

Welcome to Hitokomoru Diffusion - a latent diffusion model that has been trained on Japanese Artist artwork, [ヒトこもる/Hitokomoru](https://www.pixiv.net/en/users/30837811). The current model has been fine-tuned with a learning rate of 2.0e-6 for 10000 training steps on 255 Hitokomoru artwork. The model is trained using [NovelAI Aspect Ratio Bucketing Tool](https://github.com/NovelAI/novelai-aspect-ratio-bucketing) so that it can be trained at non-square resolutions. Like other anime-style Stable Diffusion models, it also supports Danbooru tags to generate images.

e.g. **_1girl, white hair, golden eyes, beautiful eyes, detail, flower meadow, cumulonimbus clouds, lighting, detailed sky, garden_** 

# Dataset

You can find datasets used to train this model [here](https://huggingface.co/datasets/Linaqruf/hitokomoru-tag)
 
## Examples

Below are some examples of images generated using this model:

#### Using Hitokomoru-5000.ckpt
**Anime Girl:**
![Anime Girl](https://huggingface.co/Linaqruf/hitokomoru/resolve/main/girl-5000.png)

**Anime Boy:**
![Anime Boy](https://huggingface.co/Linaqruf/hitokomoru/resolve/main/boy-5000.png)

#### Using Hitokomoru-10000.ckpt

**Anime Girl:**
![Anime Girl](https://huggingface.co/Linaqruf/hitokomoru/resolve/main/girl-10000.png)

**Anime Boy:**
![Anime Boy](https://huggingface.co/Linaqruf/hitokomoru/resolve/main/boy-10000.png)

## License

This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage.
The CreativeML OpenRAIL License specifies: 

1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content 
2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully)
[Please read the full license here](https://huggingface.co/spaces/CompVis/stable-diffusion-license)

## What's next?
- Trying to resuming training until 20k or even 50k if possible (Research purpose, if the result is great I'll upload here)
- Adding example images for `Scenery`

## Credit
- [ヒトこもる/Hitokomoru](https://www.pixiv.net/en/users/30837811) for Datasets

## Big Thanks to
- [Kohya](https://twitter.com/kohya_ss) with their [Kohya Trainer](https://note.com/kohya_ss/n/ne17e34dd51bf)
- Peeps on SD Training Labs Discord Server