v1.0
A LoRA based on 594 Shiny Colors Produce Cards, recognizing the 25 characters to varying degrees. Proof of concept for multi-char training, has some editability issues, still needs more tuning.
Usage
The style itself doesn't have a trigger word. For the characters, below are the character tags and respective top 20 related tags.
Hiori Kazano,
black hair, 1girl, mole, bangs, long hair, mole under mouth, solo, looking at viewer, smile, ponytail, frills, open mouth, purple eyes, jewelry, black eyes, outdoors, flower, skirt, dress, shirt
Mano Sakuragi,
1girl, solo, bangs, brown eyes, light brown hair, looking at viewer, smile, brown hair, blush, open mouth, hair ornament, skirt, holding, frills, medium hair, outdoors, dress, breasts, long sleeves, bow
Meguru Hachimiya,
blonde hair, 1girl, solo, blue eyes, long hair, smile, looking at viewer, breasts, ahoge, hair ornament, open mouth, bangs, twintails, large breasts, low twintails, blush, skirt, hairclip, holding, outdoors
Kiriko Yukoku,
1girl, purple eyes, long hair, solo, grey hair, bangs, looking at viewer, dress, smile, twintails, frills, ribbon, skirt, open mouth, bandaid, blush, holding, breasts, dutch angle, long sleeves
Mamimi Tanaka,
purple hair, purple eyes, bangs, 1girl, solo, diagonal bangs, looking at viewer, jewelry, twintails, earrings, nail polish, smile, long hair, holding, skirt, thighhighs, dress, bare shoulders, short twintails, jacket
Kogane Tsukioka,
1girl, long hair, solo, brown hair, looking at viewer, bangs, breasts, large breasts, brown eyes, open mouth, skirt, smile, blush, bow, cleavage, frills, shirt, jewelry, ribbon, gloves
Sakuya Shirase,
black hair, long hair, breasts, yellow eyes, 1girl, solo, bangs, ponytail, smile, looking at viewer, hair between eyes, jewelry, large breasts, cleavage, high ponytail, earrings, holding, shirt, collarbone, flower
Yuika Mitsumine,
1girl, black hair, long hair, smile, looking at viewer, solo, blue eyes, skirt, glasses, twintails, open mouth, bangs, hat, holding, jacket, jewelry, gloves, long sleeves, outdoors, shirt
Chiyoko Sonoda,
brown hair, 1girl, solo, bangs, looking at viewer, twintails, smile, red eyes, skirt, holding, hair bun, brown eyes, food, double bun, jewelry, frills, long hair, one eye closed, blush, breasts
Rinze Morino,
bangs, red eyes, 1girl, solo, looking at viewer, black hair, blue hair, short hair, hair ornament, flower, smile, holding, skirt, long sleeves, outdoors, frills, closed mouth, blush, hair flower, hair between eyes
Kaho Komiya,
red hair, long hair, bangs, 1girl, red eyes, open mouth, smile, solo, ahoge, looking at viewer, skirt, jacket, holding, shorts, hair between eyes, shirt, long sleeves, outdoors, gloves, star
Natsuha Arisugawa,
looking at viewer, 1girl, long hair, solo, bangs, breasts, orange hair, smile, jewelry, earrings, red hair, holding, skirt, dress, open mouth, cleavage, collarbone, black eyes, grey eyes, gloves
Juri Saijo,
blonde hair, short hair, 1girl, purple eyes, looking at viewer, solo, bangs, jacket, smile, outdoors, shirt, jewelry, holding, open mouth, shorts, hair between eyes, skirt, white shirt, grin, plaid
Tenka Osaki,
long hair, brown hair, 1girl, yellow eyes, looking at viewer, bangs, solo, hair between eyes, blush, smile, open mouth, holding, dress, hair ornament, skirt, breasts, frills, flower, bare shoulders, red hair
Chiyuki Kuwayama,
brown hair, brown eyes, 1girl, smile, long hair, looking at viewer, bangs, solo, ahoge, breasts, holding, braid, blush, dress, skirt, large breasts, hair ornament, frills, single braid, open mouth
Amana Osaki,
long hair, yellow eyes, brown hair, bangs, looking at viewer, 1girl, smile, solo, open mouth, blush, jewelry, swept bangs, dress, breasts, frills, brown eyes, bare shoulders, holding, red hair, skirt
Fuyuko Mayuzumi,
1girl, black hair, long hair, bangs, looking at viewer, brown eyes, solo, blunt bangs, skirt, smile, two side up, open mouth, shirt, blush, frills, long sleeves, breasts, ribbon, bow, outdoors
Asahi Serizawa,
1girl, short hair, blue eyes, looking at viewer, solo, bangs, grey hair, open mouth, light brown hair, shorts, skirt, smile, shirt, jacket, long sleeves, outdoors, gloves, holding, jewelry, earrings
Mei Izumi,
1girl, blonde hair, long hair, brown hair, gyaru, multicolored hair, gradient hair, dark-skinned female, dark skin, solo, breasts, looking at viewer, black eyes, earrings, jewelry, tan, large breasts, smile, cleavage, jacket
Hinana Ichikawa,
1girl, solo, looking at viewer, brown hair, long hair, brown eyes, smile, bangs, open mouth, ribbon, hair bun, skirt, blush, dress, parted bangs, hair ribbon, jewelry, dutch angle, single hair bun, shirt
Toru Asakura,
1girl, short hair, solo, looking at viewer, multicolored hair, jewelry, bangs, blue hair, earrings, skirt, ahoge, parted bangs, gradient hair, jacket, smile, shirt, dress, nail polish, hair ornament, dutch angle
Madoka Higuchi,
1girl, solo, brown hair, short hair, mole under eye, mole, purple eyes, hair ornament, hairclip, looking at viewer, bangs, jewelry, skirt, jacket, long sleeves, nail polish, sweater, dress, sitting, choker
Koito Fukumaru,
black hair, 1girl, twintails, purple eyes, skin fangs, solo, looking at viewer, fangs, ribbon, open mouth, bangs, skirt, hair ornament, dress, hair ribbon, flower, shirt, bag, sitting, jacket
Nichika Nanakusa,
1girl, solo, green hair, bangs, looking at viewer, brown eyes, smile, short hair, jewelry, shirt, long hair, open mouth, dress, brown hair, earrings, skirt, gloves, flower, twintails, sitting
Mikoto Aketa,
brown hair, 1girl, solo, multicolored hair, looking at viewer, jewelry, jacket, earrings, blonde hair, brown eyes, gradient hair, breasts, nail polish, midriff, shirt, smile, dress, open clothes, navel, crop top
Training info
Trained solely on 594 Shiny Color Produce Cards without balancing and tag cleaning. Tags generated with SmilingWolf/wd-v1-4-swinv2-tagger-v2 with a threshold of 0.35. Caption template was "[char_name], [filewords]".
LoRA meta dump:
{'ss_cache_latents': 'False', 'ss_caption_dropout_every_n_epochs': '0', 'ss_caption_dropout_rate': '0.0', 'ss_caption_tag_dropout_rate': '0.0', 'ss_clip_skip': '2', 'ss_dataset_dirs': '{"meta_lat.json": {"n_repeats": 1, "img_count": 594}}', 'ss_datasets': '[{"is_dreambooth": false, "batch_size_per_device": 4, "num_train_images": 594, "num_reg_images": 0, "resolution": [768, 768], "enable_bucket": true, "min_bucket_reso": null, "max_bucket_reso": null, "tag_frequency": {"meta_lat.json": {}}, "bucket_info": {"buckets": {"0": {"resolution": [768, 448], "count": 594}}, "mean_img_ar_error": 0.0}, "subsets": [{"img_count": 594, "num_repeats": 1, "color_aug": false, "flip_aug": false, "random_crop": false, "shuffle_caption": true, "keep_tokens": 0, "image_dir": "train_data", "metadata_file": "meta_lat.json"}]}]', 'ss_epoch': '50', 'ss_face_crop_aug_range': 'None', 'ss_full_fp16': 'False', 'ss_gradient_accumulation_steps': '1', 'ss_gradient_checkpointing': 'False', 'ss_learning_rate': '0.0001', 'ss_lowram': 'True', 'ss_lr_scheduler': 'constant', 'ss_lr_warmup_steps': '0', 'ss_max_grad_norm': '1.0', 'ss_max_token_length': '225', 'ss_max_train_steps': '7450', 'ss_mixed_precision': 'fp16', 'ss_network_alpha': '16', 'ss_network_dim': '16', 'ss_network_module': 'lycoris.kohya', 'ss_new_sd_model_hash': '89d59c3dde4c56c6d5c41da34cc55ce479d93b4007046980934b14db71bdb2a8', 'ss_noise_offset': 'None', 'ss_num_batches_per_epoch': '149', 'ss_num_epochs': '50', 'ss_num_reg_images': '0', 'ss_num_train_images': '594', 'ss_optimizer': 'bitsandbytes.optim.adamw.AdamW8bit', 'ss_output_name': 'shiny_loha', 'ss_prior_loss_weight': '1.0', 'ss_sd_model_hash': '925997e9', 'ss_sd_model_name': 'Animefull-final-pruned.ckpt', 'ss_sd_scripts_commit_hash': '5b506b14a3f0cda56c0012bb502590e785f5ff21', 'ss_seed': 'None', 'ss_session_id': '3761340170', 'ss_tag_frequency': '{"meta_lat.json": {}}', 'ss_text_encoder_lr': '5e-05', 'ss_training_comment': 'None', 'ss_training_finished_at': '1678458027.2086127', 'ss_training_started_at': '1678440508.241814', 'ss_unet_lr': '0.0001', 'ss_v2': 'False', 'sshs_legacy_hash': 'd25ffc80', 'sshs_model_hash': 'f426141fd6f29fd873a753eb26c6b0644926c22770c5d90d38e6dac24a512a93'}