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LoRA model of Hachiouji Naoto/八王子 (Don't Toy With Me, Miss Nagatoro)

What Is This?

This is the LoRA model of waifu Hachiouji Naoto/八王子 (Don't Toy With Me, Miss Nagatoro).

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/hachiouji_naoto_donttoywithmemissnagatoro, which contains 1611 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/donttoywithmemissnagatoro
  • Trigger word is hachiouji_naoto_donttoywithmemissnagatoro.
  • Trigger word of anime style is is anime_style.
  • Pruned core tags for this waifu are brown hair, short hair, glasses, 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 7942, you need to download 7942/hachiouji_naoto_donttoywithmemissnagatoro.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 7942.

900 images (819.34 MiB) were generated for auto-testing.

Metrics Plot

The base model used for generating preview images is meinamix_v11.

Here are the preview of the recommended steps:

Step Epoch CCIP AI Corrupt Bikini Plus Score Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2
7942 19 0.962 0.995 0.826 0.706 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2
8360 20 0.961 0.996 0.823 0.695 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2
7524 18 0.954 0.996 0.826 0.689 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2
6270 15 0.944 0.996 0.827 0.672 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2
5434 13 0.945 0.995 0.824 0.669 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1 pattern_2 pattern_3 pattern_4 pattern_5_0 pattern_5_1 pattern_6 pattern_7 pattern_8 pattern_9 pattern_10 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts shirt_0 shirt_1 uniform_0 uniform_1 uniform_2 suit swim_0 swim_1 swim_2 sit squat kneel jump crossed_arms angry smile cry grin n_stand_0 n_stand_1 n_stand_2

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:

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Datasets used to train CyberHarem/hachiouji_naoto_donttoywithmemissnagatoro