Lora of amiya/アーミヤ/阿米娅 (Arknights)
What Is This?
This is the LoRA model of waifu amiya/アーミヤ/阿米娅 (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,
- Dataset used for training is the
stage3-p480-800
in CyberHarem/amiya_arknights, which contains 1297 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 10000 steps.
- Pruned core tags for this waifu are
animal_ears, rabbit_ears, brown_hair, long_hair, blue_eyes, bangs, hair_between_eyes, sidelocks, ponytail, very_long_hair
. You do NOT have to add them in your prompts.
How to Use It?
If You Are Using A1111 WebUI v1.7+
Just use it like the classic LoRA. The LoRA we provided are bundled with the embedding file.
If You Are Using A1111 WebUI v1.6 or Lower
After downloading the pt and safetensors files for the specified step, you need to use them simultaneously. The pt file will be used as an embedding, while the safetensors file will be loaded for Lora.
For example, if you want to use the model from step 1250, you need to download 1250/amiya_arknights.pt
as the embedding and 1250/amiya_arknights.safetensors
for loading Lora. By using both files together, 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 1250.
The base model used for generating preview images is Meina/MeinaMix_V11.
Here are the preview of the recommended steps
Step | Epoch | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | 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 |
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1250 | 4 | 0.757 | Download | ![]() |
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1750 | 6 | 0.753 | Download | ![]() |
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750 | 3 | 0.686 | Download | ![]() |
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1500 | 5 | 0.685 | Download | ![]() |
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2500 | 8 | 0.673 | Download | ![]() |
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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:
- Individuals who cannot tolerate any deviations from the original character design, even in the slightest detail.
- Individuals who are facing the application scenarios with high demands for accuracy in recreating character outfits.
- Individuals who cannot accept the potential randomness in AI-generated images based on the Stable Diffusion algorithm.
- 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.
- Individuals who finds the generated image content offensive to their values.
All Steps
We list table of all steps, as the following
Steps From 1500 to 2500
Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | 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 |
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2500 | 8 | 0.957 | 0.955 | 0.827 | 0.673 | Download | ![]() |
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2250 | 7 | 0.943 | 0.945 | 0.824 | 0.625 | Download | ![]() |
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2000 | 7 | 0.939 | 0.94 | 0.829 | 0.622 | Download | ![]() |
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1750 | 6 | 0.977 | 0.986 | 0.837 | 0.753 | Download | ![]() |
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1500 | 5 | 0.962 | 0.959 | 0.826 | 0.685 | Download | ![]() |
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Steps From 250 to 1250
Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | 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 |
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1250 | 4 | 0.979 | 0.985 | 0.837 | 0.757 | Download | ![]() |
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1000 | 4 | 0.949 | 0.967 | 0.833 | 0.66 | Download | ![]() |
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750 | 3 | 0.955 | 0.988 | 0.838 | 0.686 | Download | ![]() |
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500 | 2 | 0.864 | 0.926 | 0.827 | 0.38 | Download | ![]() |
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250 | 1 | 0.785 | 0.957 | 0.829 | 0.1 | Download | ![]() |
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