ryougi_shiki_karanokyoukai

LoRA model of Ryougi Shiki/両儀式/兩儀式 (Kara No Kyoukai)

What Is This?

This is the LoRA model of waifu Ryougi Shiki/両儀式/兩儀式 (Kara No Kyoukai).

How Is It Trained?

• This model is trained with kohya-ss/sd-scripts, and the test images are generated with a1111's webui and API sdk.
• The auto-training framework is maintained by DeepGHS Team. The architecture of base model is is SD1.5.
• Dataset used for training is the stage3-p480-1200 in CyberHarem/ryougi_shiki_karanokyoukai, which contains 548 images.
• The images in the dataset is auto-cropped from anime videos, more images for other waifus in the same anime can be found in BangumiBase/karanokyoukai
• Trigger word is ryougi_shiki_karanokyoukai.
• Trigger word of anime style is is anime_style.
• Pruned core tags for this waifu are short hair, black hair, brown hair, brown eyes. You can add them to the prompt when some features of waifu (e.g. hair color) are not stable.
• For more details in training, you can take a look at training configuration file.
• For more details in LoRA, you can download it, and read the metadata with a1111's webui.

How to Use It?

After downloading the safetensors files for the specified step, you need to use them like common LoRA.

• Recommended LoRA weight is 0.5-0.85.
• Recommended trigger word weight is 0.7-1.1.

For example, if you want to use the model from step 2128, you need to download 2128/ryougi_shiki_karanokyoukai.safetensors as LoRA. By using this model, you can generate images for the desired characters.

Which Step Should I Use?

We selected 5 good steps for you to choose. The best one is step 2128.

705 images (634.45 MiB) were generated for auto-testing.

The base model used for generating preview images is meinamix_v11.

Here are the preview of the recommended steps:

Anything Else?

Because the automation of LoRA training always annoys some people. So for the following groups, it is not recommended to use this model and we express regret:

1. Individuals who cannot tolerate any deviations from the original character design, even in the slightest detail.
2. Individuals who are facing the application scenarios with high demands for accuracy in recreating character outfits.
3. Individuals who cannot accept the potential randomness in AI-generated images based on the Stable Diffusion algorithm.
4. Individuals who are not comfortable with the fully automated process of training character models using LoRA, or those who believe that training character models must be done purely through manual operations to avoid disrespecting the characters.
5. Individuals who finds the generated image content offensive to their values.

All Steps

We uploaded the files in all steps. you can check the images, metrics and download them in the following links:

• Steps From 1824 to 4560
• Steps From 304 to 1520