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This folder contains models trained for the following 4 couplings |
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1. Suletta and Miorine from Suisei no Majo |
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2. Maple and Sally from Bofuri |
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3. Nozomi and Mizore from Sound Euphonium |
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4. Eila and Sanya from Strike witches |
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You can prompt them with above names except that for Maple and Sally you should use BoMaple and BoSally. |
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You can naturally get the trained couplings but it is also possible to pair characters from different series with either the native trained model (above) or lora (below): |
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![native-00008-4163909665](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/native-00008-4163909665.png) |
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![lora-00017-691849602](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/lora-00017-691849602.png) |
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### Dataset |
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Total size 1394 |
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Suremio 285 |
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- Suletta: 81 |
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- Miorine: 85 |
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- Suremio: 119 |
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MapleSally 235 |
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- Maple: 67 |
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- Sally: 22 |
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- MapleSally 33 |
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Augmented with face cropping |
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Nozomizo 272 |
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- Mizore: 81 |
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- Nozomi: 81 |
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- Nozomizo: 110 |
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Eilanya 326 |
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- Eila 67 |
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- Sanya: 78 |
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- Eilanya: 181 |
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Regularization 276 |
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### Base model |
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[NMFSAN](https://huggingface.co/Crosstyan/BPModel/blob/main/NMFSAN/README.md) so you can have different styles |
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### Native training |
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Trained with [Kohya trainer](https://github.com/Linaqruf/kohya-trainer) |
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- training of text encoder turned on |
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- learning rate 1e-6 |
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- batch size 1 |
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- clip skip 2 |
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- number of training steps 64240 |
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*Examples* |
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![native-00001-2487967310](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/native-00001-2487967310.png) |
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![native-00010-2248582025](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/native-00010-2248582025.png) |
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![native-00014-3296158149](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/native-00014-3296158149.png) |
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![native-00048-3129463315](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/native-00048-3129463315.png) |
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### LoRA |
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Please refer to [LoRA Training Guide](https://rentry.org/lora_train) |
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- training of text encoder turned on |
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- network dimension 128 |
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- learning rate 1e-4 |
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- batch size 6 |
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- clip skip 2 |
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- number of training steps 69700/6 (50 epochs) |
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*Examples* |
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![lora-00012-1413123683](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/lora-00012-1413123683.png) |
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![lora-00014-1636023638](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/lora-00014-1636023638.png) |
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![lora-00015-969084934](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/lora-00015-969084934.png) |
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![lora-00071-2365359196](https://huggingface.co/alea31415/YuriDiffusion/resolve/main/suremio-nozomizo-eilanya-maplesally/samples/lora-00071-2365359196.png) |
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