metadata

license: creativeml-openrail-m
thumbnail: https://huggingface.co/Linaqruf/hitokomoru/resolve/main/thumbnail.png

Hitokomoru Diffusion

Welcome to Hitokomoru Diffusion - a latent diffusion model that has been trained on Japanese Artist artwork, ヒトこもる/Hitokomoru. The current model has been fine-tuned with a learning rate of 2.0e-6 for 20000 training steps/80 Epochs on 255 images collected from Danbooru. The model is trained using NovelAI Aspect Ratio Bucketing Tool 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

There is 4 variations of this model available so far:

hitokomoru-5000.ckpt for the checkpoint trained on 5,000 steps.
hitokomoru-10000.ckpt for the checkpoint trained on 10,000 steps.
hitokomoru-15000.ckpt for the checkpoint trained on 15,000 steps.
hitokomoru-20000.ckpt for the checkpoint trained on 20,000 steps.

Dataset

You can find datasets used to train this model and the last-state folder for resume training here

Examples

Below are some examples of images generated using this model:

Using Hitokomoru-5000.ckpt

Anime Girl:

Anime Boy:

Using Hitokomoru-10000.ckpt

Anime Girl:

Anime Boy:

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:

You can't use the model to deliberately produce nor share illegal or harmful outputs or content
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
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

What's next?

Trying to resuming training until 20k training steps 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 for Datasets
Just for my part

Big Thanks to

Kohya with their Kohya Trainer
Peeps on SD Training Labs Discord Server
ptsearch.info for prompt references