--- license: mit datasets: - CyberHarem/surtr_arknights pipeline_tag: text-to-image tags: - art - not-for-all-audiences --- # 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](https://github.com/7eu7d7/HCP-Diffusion). * The [auto-training framework](https://github.com/deepghs/cyberharem) is maintained by [DeepGHS Team](https://huggingface.co/deepghs). * The base model used for training is [deepghs/animefull-latest](https://huggingface.co/deepghs/animefull-latest). The architecture is `SD1.5`. * Dataset used for training is the `stage3-p480-800` in [CyberHarem/surtr_arknights](https://huggingface.co/datasets/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 1500, you need to download [`1500/surtr_arknights.safetensors`](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/1500/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 1500. 980 images (999.05 MiB) were generated for auto-testing. ![Metrics Plot](metrics_plot.png) The base model used for generating preview images is [Meina/MeinaMix_V11](https://huggingface.co/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 | |-------:|--------:|:----------|:-------------|:--------------|:----------|:-----------------------------------------------------------------------------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------| | 1500 | 5 | **0.729** | 0.910 | 0.827 | **0.869** | [Download](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/1500/surtr_arknights.zip) | ![pattern_0_0](1500/previews/pattern_0_0.png) | ![pattern_0_1](1500/previews/pattern_0_1.png) | ![pattern_0_2](1500/previews/pattern_0_2.png) | ![pattern_1_0](1500/previews/pattern_1_0.png) | ![pattern_1_1](1500/previews/pattern_1_1.png) | ![pattern_2_0](1500/previews/pattern_2_0.png) | ![pattern_2_1](1500/previews/pattern_2_1.png) | ![pattern_3](1500/previews/pattern_3.png) | ![pattern_4_0](1500/previews/pattern_4_0.png) | ![pattern_4_1](1500/previews/pattern_4_1.png) | ![pattern_5_0](1500/previews/pattern_5_0.png) | ![pattern_5_1](1500/previews/pattern_5_1.png) | ![pattern_6](1500/previews/pattern_6.png) | ![pattern_7](1500/previews/pattern_7.png) | ![portrait_0](1500/previews/portrait_0.png) | ![portrait_1](1500/previews/portrait_1.png) | ![portrait_2](1500/previews/portrait_2.png) | ![full_body_0](1500/previews/full_body_0.png) | ![full_body_1](1500/previews/full_body_1.png) | ![profile_0](1500/previews/profile_0.png) | ![profile_1](1500/previews/profile_1.png) | ![free_0](1500/previews/free_0.png) | ![free_1](1500/previews/free_1.png) | ![shorts](1500/previews/shorts.png) | ![maid_0](1500/previews/maid_0.png) | ![maid_1](1500/previews/maid_1.png) | ![miko](1500/previews/miko.png) | ![yukata](1500/previews/yukata.png) | ![suit](1500/previews/suit.png) | ![china](1500/previews/china.png) | ![bikini_0](1500/previews/bikini_0.png) | ![bikini_1](1500/previews/bikini_1.png) | ![bikini_2](1500/previews/bikini_2.png) | ![sit](1500/previews/sit.png) | ![squat](1500/previews/squat.png) | ![kneel](1500/previews/kneel.png) | ![jump](1500/previews/jump.png) | ![crossed_arms](1500/previews/crossed_arms.png) | ![angry](1500/previews/angry.png) | ![smile](1500/previews/smile.png) | ![cry](1500/previews/cry.png) | ![grin](1500/previews/grin.png) | ![n_lie_0](1500/previews/n_lie_0.png) | ![n_lie_1](1500/previews/n_lie_1.png) | ![n_stand_0](1500/previews/n_stand_0.png) | ![n_stand_1](1500/previews/n_stand_1.png) | ![n_stand_2](1500/previews/n_stand_2.png) | ![n_sex_0](1500/previews/n_sex_0.png) | ![n_sex_1](1500/previews/n_sex_1.png) | | 1700 | 6 | 0.605 | 0.912 | 0.827 | 0.734 | [Download](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/1700/surtr_arknights.zip) | ![pattern_0_0](1700/previews/pattern_0_0.png) | ![pattern_0_1](1700/previews/pattern_0_1.png) | ![pattern_0_2](1700/previews/pattern_0_2.png) | ![pattern_1_0](1700/previews/pattern_1_0.png) | ![pattern_1_1](1700/previews/pattern_1_1.png) | ![pattern_2_0](1700/previews/pattern_2_0.png) | ![pattern_2_1](1700/previews/pattern_2_1.png) | ![pattern_3](1700/previews/pattern_3.png) | ![pattern_4_0](1700/previews/pattern_4_0.png) | ![pattern_4_1](1700/previews/pattern_4_1.png) | ![pattern_5_0](1700/previews/pattern_5_0.png) | ![pattern_5_1](1700/previews/pattern_5_1.png) | ![pattern_6](1700/previews/pattern_6.png) | ![pattern_7](1700/previews/pattern_7.png) | ![portrait_0](1700/previews/portrait_0.png) | ![portrait_1](1700/previews/portrait_1.png) | ![portrait_2](1700/previews/portrait_2.png) | ![full_body_0](1700/previews/full_body_0.png) | ![full_body_1](1700/previews/full_body_1.png) | ![profile_0](1700/previews/profile_0.png) | ![profile_1](1700/previews/profile_1.png) | ![free_0](1700/previews/free_0.png) | ![free_1](1700/previews/free_1.png) | ![shorts](1700/previews/shorts.png) | ![maid_0](1700/previews/maid_0.png) | ![maid_1](1700/previews/maid_1.png) | ![miko](1700/previews/miko.png) | ![yukata](1700/previews/yukata.png) | ![suit](1700/previews/suit.png) | ![china](1700/previews/china.png) | ![bikini_0](1700/previews/bikini_0.png) | ![bikini_1](1700/previews/bikini_1.png) | ![bikini_2](1700/previews/bikini_2.png) | ![sit](1700/previews/sit.png) | ![squat](1700/previews/squat.png) | ![kneel](1700/previews/kneel.png) | ![jump](1700/previews/jump.png) | ![crossed_arms](1700/previews/crossed_arms.png) | ![angry](1700/previews/angry.png) | ![smile](1700/previews/smile.png) | ![cry](1700/previews/cry.png) | ![grin](1700/previews/grin.png) | ![n_lie_0](1700/previews/n_lie_0.png) | ![n_lie_1](1700/previews/n_lie_1.png) | ![n_stand_0](1700/previews/n_stand_0.png) | ![n_stand_1](1700/previews/n_stand_1.png) | ![n_stand_2](1700/previews/n_stand_2.png) | ![n_sex_0](1700/previews/n_sex_0.png) | ![n_sex_1](1700/previews/n_sex_1.png) | | 1000 | 3 | 0.582 | 0.909 | 0.832 | 0.717 | [Download](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/1000/surtr_arknights.zip) | ![pattern_0_0](1000/previews/pattern_0_0.png) | ![pattern_0_1](1000/previews/pattern_0_1.png) | ![pattern_0_2](1000/previews/pattern_0_2.png) | ![pattern_1_0](1000/previews/pattern_1_0.png) | ![pattern_1_1](1000/previews/pattern_1_1.png) | ![pattern_2_0](1000/previews/pattern_2_0.png) | ![pattern_2_1](1000/previews/pattern_2_1.png) | ![pattern_3](1000/previews/pattern_3.png) | ![pattern_4_0](1000/previews/pattern_4_0.png) | ![pattern_4_1](1000/previews/pattern_4_1.png) | ![pattern_5_0](1000/previews/pattern_5_0.png) | ![pattern_5_1](1000/previews/pattern_5_1.png) | ![pattern_6](1000/previews/pattern_6.png) | ![pattern_7](1000/previews/pattern_7.png) | ![portrait_0](1000/previews/portrait_0.png) | ![portrait_1](1000/previews/portrait_1.png) | ![portrait_2](1000/previews/portrait_2.png) | ![full_body_0](1000/previews/full_body_0.png) | ![full_body_1](1000/previews/full_body_1.png) | ![profile_0](1000/previews/profile_0.png) | ![profile_1](1000/previews/profile_1.png) | ![free_0](1000/previews/free_0.png) | ![free_1](1000/previews/free_1.png) | ![shorts](1000/previews/shorts.png) | ![maid_0](1000/previews/maid_0.png) | ![maid_1](1000/previews/maid_1.png) | ![miko](1000/previews/miko.png) | ![yukata](1000/previews/yukata.png) | ![suit](1000/previews/suit.png) | ![china](1000/previews/china.png) | ![bikini_0](1000/previews/bikini_0.png) | ![bikini_1](1000/previews/bikini_1.png) | ![bikini_2](1000/previews/bikini_2.png) | ![sit](1000/previews/sit.png) | ![squat](1000/previews/squat.png) | ![kneel](1000/previews/kneel.png) | ![jump](1000/previews/jump.png) | ![crossed_arms](1000/previews/crossed_arms.png) | ![angry](1000/previews/angry.png) | ![smile](1000/previews/smile.png) | ![cry](1000/previews/cry.png) | ![grin](1000/previews/grin.png) | ![n_lie_0](1000/previews/n_lie_0.png) | ![n_lie_1](1000/previews/n_lie_1.png) | ![n_stand_0](1000/previews/n_stand_0.png) | ![n_stand_1](1000/previews/n_stand_1.png) | ![n_stand_2](1000/previews/n_stand_2.png) | ![n_sex_0](1000/previews/n_sex_0.png) | ![n_sex_1](1000/previews/n_sex_1.png) | | 1800 | 6 | 0.614 | 0.894 | 0.814 | 0.709 | [Download](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/1800/surtr_arknights.zip) | ![pattern_0_0](1800/previews/pattern_0_0.png) | ![pattern_0_1](1800/previews/pattern_0_1.png) | ![pattern_0_2](1800/previews/pattern_0_2.png) | ![pattern_1_0](1800/previews/pattern_1_0.png) | ![pattern_1_1](1800/previews/pattern_1_1.png) | ![pattern_2_0](1800/previews/pattern_2_0.png) | ![pattern_2_1](1800/previews/pattern_2_1.png) | ![pattern_3](1800/previews/pattern_3.png) | ![pattern_4_0](1800/previews/pattern_4_0.png) | ![pattern_4_1](1800/previews/pattern_4_1.png) | ![pattern_5_0](1800/previews/pattern_5_0.png) | ![pattern_5_1](1800/previews/pattern_5_1.png) | ![pattern_6](1800/previews/pattern_6.png) | ![pattern_7](1800/previews/pattern_7.png) | ![portrait_0](1800/previews/portrait_0.png) | ![portrait_1](1800/previews/portrait_1.png) | ![portrait_2](1800/previews/portrait_2.png) | ![full_body_0](1800/previews/full_body_0.png) | ![full_body_1](1800/previews/full_body_1.png) | ![profile_0](1800/previews/profile_0.png) | ![profile_1](1800/previews/profile_1.png) | ![free_0](1800/previews/free_0.png) | ![free_1](1800/previews/free_1.png) | ![shorts](1800/previews/shorts.png) | ![maid_0](1800/previews/maid_0.png) | ![maid_1](1800/previews/maid_1.png) | ![miko](1800/previews/miko.png) | ![yukata](1800/previews/yukata.png) | ![suit](1800/previews/suit.png) | ![china](1800/previews/china.png) | ![bikini_0](1800/previews/bikini_0.png) | ![bikini_1](1800/previews/bikini_1.png) | ![bikini_2](1800/previews/bikini_2.png) | ![sit](1800/previews/sit.png) | ![squat](1800/previews/squat.png) | ![kneel](1800/previews/kneel.png) | ![jump](1800/previews/jump.png) | ![crossed_arms](1800/previews/crossed_arms.png) | ![angry](1800/previews/angry.png) | ![smile](1800/previews/smile.png) | ![cry](1800/previews/cry.png) | ![grin](1800/previews/grin.png) | ![n_lie_0](1800/previews/n_lie_0.png) | ![n_lie_1](1800/previews/n_lie_1.png) | ![n_stand_0](1800/previews/n_stand_0.png) | ![n_stand_1](1800/previews/n_stand_1.png) | ![n_stand_2](1800/previews/n_stand_2.png) | ![n_sex_0](1800/previews/n_sex_0.png) | ![n_sex_1](1800/previews/n_sex_1.png) | | 800 | 3 | 0.559 | **0.952** | **0.844** | 0.705 | [Download](https://huggingface.co/CyberHarem/surtr_arknights_lokr_xf8_lrc/resolve/main/800/surtr_arknights.zip) | ![pattern_0_0](800/previews/pattern_0_0.png) | ![pattern_0_1](800/previews/pattern_0_1.png) | ![pattern_0_2](800/previews/pattern_0_2.png) | ![pattern_1_0](800/previews/pattern_1_0.png) | ![pattern_1_1](800/previews/pattern_1_1.png) | ![pattern_2_0](800/previews/pattern_2_0.png) | ![pattern_2_1](800/previews/pattern_2_1.png) | ![pattern_3](800/previews/pattern_3.png) | ![pattern_4_0](800/previews/pattern_4_0.png) | ![pattern_4_1](800/previews/pattern_4_1.png) | ![pattern_5_0](800/previews/pattern_5_0.png) | ![pattern_5_1](800/previews/pattern_5_1.png) | ![pattern_6](800/previews/pattern_6.png) | ![pattern_7](800/previews/pattern_7.png) | ![portrait_0](800/previews/portrait_0.png) | ![portrait_1](800/previews/portrait_1.png) | ![portrait_2](800/previews/portrait_2.png) | ![full_body_0](800/previews/full_body_0.png) | ![full_body_1](800/previews/full_body_1.png) | ![profile_0](800/previews/profile_0.png) | ![profile_1](800/previews/profile_1.png) | ![free_0](800/previews/free_0.png) | ![free_1](800/previews/free_1.png) | ![shorts](800/previews/shorts.png) | ![maid_0](800/previews/maid_0.png) | ![maid_1](800/previews/maid_1.png) | ![miko](800/previews/miko.png) | ![yukata](800/previews/yukata.png) | ![suit](800/previews/suit.png) | ![china](800/previews/china.png) | ![bikini_0](800/previews/bikini_0.png) | ![bikini_1](800/previews/bikini_1.png) | ![bikini_2](800/previews/bikini_2.png) | ![sit](800/previews/sit.png) | ![squat](800/previews/squat.png) | ![kneel](800/previews/kneel.png) | ![jump](800/previews/jump.png) | ![crossed_arms](800/previews/crossed_arms.png) | ![angry](800/previews/angry.png) | ![smile](800/previews/smile.png) | ![cry](800/previews/cry.png) | ![grin](800/previews/grin.png) | ![n_lie_0](800/previews/n_lie_0.png) | ![n_lie_1](800/previews/n_lie_1.png) | ![n_stand_0](800/previews/n_stand_0.png) | ![n_stand_1](800/previews/n_stand_1.png) | ![n_stand_2](800/previews/n_stand_2.png) | ![n_sex_0](800/previews/n_sex_0.png) | ![n_sex_1](800/previews/n_sex_1.png) | ## 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: * [Steps From 1100 to 2000](all/0.md) * [Steps From 100 to 1000](all/1.md)