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LyCORIS model of surtr/スルト/史尔特尔 (Arknights)

What Is This?

This is the LyCORIS model of waifu surtr/スルト/史尔特尔 (Arknights).

How Is It Trained?

  • This model is trained with HCP-Diffusion.
  • The auto-training framework is maintained by DeepGHS Team.
  • The base model used for training is deepghs/animefull-latest. The architecture is SD1.5.
  • Dataset used for training is the stage3-p480-800 in CyberHarem/surtr_arknights, which contains 1358 images.
  • Batch size is 4, resolution is 720x720, clustering into 5 buckets.
  • Batch size for regularization dataset is 1, resolution is 720x720, clustering into 20 buckets.
  • Trained for 2000 steps, 20 checkpoints were saved and evaluated.
  • Trigger word is surtr_arknights.
  • Pruned core tags for this waifu are long_hair, red_hair, horns, purple_eyes, bangs, breasts, very_long_hair, hair_between_eyes, medium_breasts, demon_horns. You can add them to the prompt when some features of waifu (e.g. hair color) are not stable.

How to Use It?

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

For example, if you want to use the model from step 1100, you need to download 1100/surtr_arknights.safetensors as LyCORIS. By using this LyCORIS 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 1100.

980 images (1007.75 MiB) were generated for auto-testing.

Metrics Plot

The base model used for generating preview images is Meina/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_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1
1100 4 0.600 0.942 0.835 0.756 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1
900 3 0.585 0.925 0.834 0.735 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1
1800 6 0.585 0.907 0.832 0.729 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1
1700 6 0.575 0.885 0.831 0.715 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1
1000 3 0.584 0.912 0.824 0.711 Download pattern_0_0 pattern_0_1 pattern_0_2 pattern_1_0 pattern_1_1 pattern_2_0 pattern_2_1 pattern_3 pattern_4_0 pattern_4_1 pattern_5_0 pattern_5_1 pattern_6 pattern_7 portrait_0 portrait_1 portrait_2 full_body_0 full_body_1 profile_0 profile_1 free_0 free_1 shorts maid_0 maid_1 miko yukata suit china bikini_0 bikini_1 bikini_2 sit squat kneel jump crossed_arms angry smile cry grin n_lie_0 n_lie_1 n_stand_0 n_stand_1 n_stand_2 n_sex_0 n_sex_1

Anything Else?

Because the automation of LyCORIS 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 LyCORIS, 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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Dataset used to train CyberHarem/surtr_arknights_lokr_xf8