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adds Seia LoRA

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README.md CHANGED
@@ -64,6 +64,11 @@ Here you will find the various LoRAs I've trained, typically of Blue Archive cha
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  [![Reisa](reisa/chara-reisa-v3.png)](https://huggingface.co/khanon/lora-training/blob/main/reisa/README.md)
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  ### Shizuko
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  [Kawawa Shizuko / 河和シズコ / 카와와 시즈코 / 河和靜子](https://huggingface.co/khanon/lora-training/blob/main/shizuko/README.md)
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  [![Reisa](reisa/chara-reisa-v3.png)](https://huggingface.co/khanon/lora-training/blob/main/reisa/README.md)
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+ ### Seia
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+ [Yurizono Seia / 百合園セイア / 유리조노 세이아 / 百合園圣娅](https://huggingface.co/khanon/lora-training/blob/main/seia/README.md)
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+
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+ [![Seia](seia/chara-seia-v1.png)](https://huggingface.co/khanon/lora-training/blob/main/seia/README.md)
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+
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  ### Shizuko
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  [Kawawa Shizuko / 河和シズコ / 카와와 시즈코 / 河和靜子](https://huggingface.co/khanon/lora-training/blob/main/shizuko/README.md)
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seia/README.md ADDED
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+ # Yurizono Seia (Blue Archive)
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+ 百合園セイア (ブルーアーカイブ) / 유리조노 세이아 (블루 아카이브) / 百合園圣娅 (蔚藍檔案)
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+
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+ [**Download here.**](https://huggingface.co/khanon/lora-training/blob/main/seia/chara-seia-v1.safetensors)
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+
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+ ## Table of Contents
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+ - [Preview](#preview)
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+ - [Usage](#usage)
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+ - [Training](#training)
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+ - [Revisions](#revisions)
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+
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+ ## Preview
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+ ![Seia portrait](chara-seia-v1.png)
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+ ![Seia preview 1](example-001-DefmixRed-v1.png)
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+ ![Seia preview 2](example-003-DefmixRed-v1.png)
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+
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+ ## Usage
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+ Use any or all of the following tags to summon Arona: `seia, 1girl, fox ears, parted bangs, halo, multicolored eyes, flower wreath, blonde hair`
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+
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+ For her normal outfit: `white dress, sleeveless dress, blue necktie, sleeves past wrists, sleeves past fingers, detached sleeves, white pantyhose, high heels`
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+ - Her dress was also tagged with `collared dress` and `frilled dress` if those elements were visible.
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+ - Choose `sleeves past wrists` or `sleeves past fingers` depending on whether her fingers should be visible.
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+ - Negative prompt `detached sleeves` for alternative outfits where she should not be wearing the dress.
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+
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+ For her expressions: `expressionless` / `light smile` / `parted lips`
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+ - Use `half-closed eyes`, `sleepy` or `tareme` if her eyes are too wide.
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+
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+ ## Training
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+ *Exact parameters are provided in the accompanying JSON files.*
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+ - Trained on a set of 96 images.
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+ - 13 repeats
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+ - 3 batch size, 4 epochs
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+ - `(96 * 13) / 3 * 4` = 1664 steps
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+ - Initially tagged with WD1.4 swin-v2 model. Tags pruned/edited for consistency.
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+ - `constant_with_warmup` scheduler
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+ - 1.5e-5 text encoder LR
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+ - 1.5e-4 unet LR
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+ - 1e-5 optimizer LR
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+ - Used network_dimension 128 (same as usual) / network alpha 128 (default)
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+ - Training resolution 832x832.
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+ - Trained without VAE.
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+ - [Dataset can be found on the mega.co.nz repository.](https://mega.nz/folder/SupXFCiC#C992OYnVa8svZt3PdUObww)
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+
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+ ## Revisions
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+ - v1 (2023-02-12)
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+ - Initial release.
seia/chara-seia-v1.png ADDED

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+ size 151119103
seia/example-001-DefmixRed-v1.png ADDED

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seia/example-003-DefmixRed-v1.png ADDED

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seia/lora_chara_seia_v1_96i13r.json ADDED
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+ {
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+ "pretrained_model_name_or_path": "G:/sd/repo/models/Stable-diffusion/nai-animefull-final-pruned.safetensors",
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+ "v2": false,
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+ "v_parameterization": false,
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+ "logging_dir": "",
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+ "train_data_dir": "G:/sd/training/datasets/seia/dataset",
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+ "reg_data_dir": "",
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+ "output_dir": "G:/sd/lora/trained/chara/seia",
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+ "max_resolution": "832,832",
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+ "learning_rate": "1e-5",
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+ "lr_scheduler": "constant_with_warmup",
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+ "lr_warmup": "5",
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+ "train_batch_size": 3,
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+ "epoch": "4",
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+ "save_every_n_epochs": "",
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+ "mixed_precision": "fp16",
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+ "save_precision": "fp16",
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+ "seed": "31337",
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+ "num_cpu_threads_per_process": 32,
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+ "cache_latents": true,
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+ "caption_extension": ".txt",
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+ "enable_bucket": true,
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+ "gradient_checkpointing": false,
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+ "full_fp16": false,
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+ "no_token_padding": false,
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+ "stop_text_encoder_training": 0,
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+ "use_8bit_adam": true,
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+ "xformers": true,
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+ "save_model_as": "safetensors",
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+ "shuffle_caption": true,
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+ "save_state": false,
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+ "resume": "",
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+ "prior_loss_weight": 1.0,
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+ "text_encoder_lr": "1.5e-5",
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+ "unet_lr": "1.5e-4",
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+ "network_dim": 128,
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+ "lora_network_weights": "",
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+ "color_aug": false,
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+ "flip_aug": false,
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+ "clip_skip": 2,
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+ "gradient_accumulation_steps": 1.0,
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+ "mem_eff_attn": false,
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+ "output_name": "chara-seia-v1",
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+ "model_list": "",
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+ "max_token_length": "150",
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+ "max_train_epochs": "",
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+ "max_data_loader_n_workers": "",
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+ "network_alpha": 128,
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+ "training_comment": "Character: `seia, fox ears, parted bangs, halo, multicolored eyes, flower wreath, blonde hair`\nStandard outfit: `sleeveless dress, blue necktie, collared dress, frilled dress, sleeves past wrists, sleeves past fingers, detached sleeves, white pantyhose, high heels` (you don't need to add all of these)\nExpressions: `expressionless` / `light smile` / `:o`\n96 images * 13 repeats / 3 batch size * 4 epochs = 1664 steps",
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+ "keep_tokens": 2,
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+ "lr_scheduler_num_cycles": "",
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+ "lr_scheduler_power": "",
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+ "persistent_data_loader_workers": true
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+ }