| # v1.3 | |
| A LoRA (Hadamard Product) resumed from deresute-v1.2 and trained on 1972 Starlight Stage cards, recognizing 90+ voiced characters to varying degrees. | |
| A Failed attempt at training multi-subject capability into the model. At least the style works. | |
| This version has compositions very different from v1.2. This is not a strict upgrade from v1.2. | |
| [Release notes of previous versions](https://huggingface.co/gustproof/sd-models/tree/main/deresute/release_notes) | |
| Changes from v1.2 | |
| * Smaller characters | |
| * Slightly decreased character consistency | |
| * Less flat shading | |
| ## Usage | |
| This Hadamard Product LoRA requires installing [an extra extension](https://github.com/KohakuBlueleaf/a1111-sd-webui-locon) to be used in the Web UI. | |
| The style itself doesn't have a trigger word. For the characters, below are the character tags and respective top 20 related tags. | |
| ``` | |
| Shirasaka Koume, | |
| blonde hair, hair over one eye, short hair, smile, jewelry, brown eyes, earrings, looking at viewer, blush, open mouth, multiple girls, hair ornament, long hair, sleeves past wrists, skirt, dress, 1girl, brown hair, necklace, solo | |
| Nitta Minami, | |
| brown hair, brown eyes, long hair, smile, blush, bangs, looking at viewer, jewelry, open mouth, sky, multiple girls, 1girl, solo, outdoors, hair ornament, breasts, dress, flower, day, necklace | |
| Kohinata Miho, | |
| black hair, ahoge, short hair, brown eyes, smile, blush, open mouth, looking at viewer, bangs, 1girl, solo, multiple girls, outdoors, bow, hair ornament, long hair, skirt, sky, dress, flower | |
| Honda Mio, | |
| brown hair, short hair, smile, open mouth, blush, jewelry, brown eyes, multiple girls, looking at viewer, hair ornament, bangs, long hair, earrings, dress, yellow eyes, closed eyes, skirt, bow, one eye closed, collarbone | |
| Maekawa Miku, | |
| brown hair, short hair, green eyes, open mouth, fang, blush, smile, 1girl, solo, animal ears, cat ears, looking at viewer, hair ornament, breasts, dress, bangs, flower, tail, cat tail, cleavage | |
| Yorita Yoshino, | |
| long hair, bangs, brown hair, brown eyes, smile, blunt bangs, looking at viewer, outdoors, very long hair, bow, blush, hair bow, open mouth, 1girl, solo, hair ornament, multiple girls, sky, flower, holding | |
| Shibuya Rin, | |
| long hair, green eyes, brown hair, jewelry, smile, open mouth, bangs, looking at viewer, multiple girls, earrings, 1girl, black hair, necklace, blush, dress, gloves, flower, solo, hair ornament, outdoors | |
| Ogata Chieri, | |
| brown hair, brown eyes, blush, twintails, smile, looking at viewer, bangs, open mouth, 1girl, hair ornament, dress, solo, ribbon, flower, multiple girls, outdoors, bow, long hair, jewelry, hair ribbon | |
| Kobayakawa Sae, | |
| long hair, black hair, blush, black eyes, smile, bangs, looking at viewer, flower, hair ornament, hair flower, blunt bangs, 1girl, solo, open mouth, multiple girls, braid, dress, japanese clothes, brown hair, petals | |
| Takamori Aiko, | |
| brown hair, long hair, brown eyes, smile, looking at viewer, flower, blush, hair ornament, dress, open mouth, jewelry, 1girl, hair flower, solo, multiple girls, outdoors, single hair bun, tree, hair bun, sitting | |
| Morikubo Nono, | |
| brown eyes, blush, jewelry, blonde hair, drill hair, earrings, 1girl, solo, hair ornament, light brown hair, open mouth, dress, bow, frills, bangs, smile, short hair, flower, long hair, long sleeves | |
| Mimura Kanako, | |
| brown hair, short hair, smile, brown eyes, blush, hair ornament, breasts, open mouth, flower, hair flower, looking at viewer, bangs, jewelry, dress, 1girl, solo, multiple girls, cleavage, outdoors, bracelet | |
| Hayami Kanade, | |
| yellow eyes, short hair, parted bangs, bangs, smile, blue hair, breasts, jewelry, black hair, medium breasts, looking at viewer, earrings, 1girl, dress, multiple girls, solo, cleavage, necklace, hair ornament, brown hair | |
| Aiba Yumi, | |
| short hair, brown eyes, smile, blonde hair, blush, bangs, looking at viewer, jewelry, flower, 1girl, solo, open mouth, collarbone, hair ornament, necklace, brown hair, hair flower, sky, tree, outdoors | |
| Futaba Anzu, | |
| long hair, blonde hair, twintails, brown eyes, blush, open mouth, smile, stuffed bunny, stuffed toy, stuffed animal, 1girl, low twintails, solo, looking at viewer, hair ornament, food, bangs, striped, multiple girls, bow | |
| Mifune Miyu, | |
| brown hair, long hair, brown eyes, smile, jewelry, blush, looking at viewer, 1girl, ponytail, solo, bangs, open mouth, dress, breasts, necklace, hair ornament, flower, earrings, multiple girls, outdoors | |
| Hori Yuko, | |
| smile, brown hair, ponytail, brown eyes, open mouth, looking at viewer, multiple girls, bow, blush, hair bow, 1girl, long hair, jewelry, short hair, solo, skirt, bangs, 3girls, sky, gloves | |
| Miyamoto Frederica, | |
| blonde hair, short hair, green eyes, smile, looking at viewer, bangs, jewelry, blush, 1girl, breasts, solo, open mouth, earrings, medium breasts, bare shoulders, multiple girls, necklace, sky, dress, outdoors | |
| Shimamura Uzuki, | |
| brown hair, long hair, blush, brown eyes, smile, open mouth, one side up, multiple girls, looking at viewer, jewelry, dress, short hair, 1girl, closed eyes, hair ornament, solo, bow, indoors, skirt, outdoors | |
| Kanzaki Ranko, | |
| grey hair, red eyes, long hair, smile, twintails, drill hair, twin drills, 1girl, solo, dress, looking at viewer, flower, blush, open mouth, multiple girls, bangs, ribbon, hair ornament, jewelry, bow | |
| Jougasaki Mika, | |
| yellow eyes, pink hair, smile, breasts, jewelry, medium breasts, long hair, blush, cleavage, looking at viewer, 1girl, eyelashes, earrings, bangs, open mouth, bow, hair bow, multiple girls, solo, outdoors | |
| Igarashi Kyoko, | |
| brown hair, smile, side ponytail, long hair, brown eyes, blush, open mouth, looking at viewer, bangs, bow, hair bow, jewelry, dress, 1girl, solo, multiple girls, skirt, frills, sparkle, hair ornament | |
| Takagaki Kaede, | |
| mole, mole under eye, short hair, brown hair, green eyes, smile, heterochromia, blue eyes, looking at viewer, bangs, 1girl, jewelry, solo, dress, blush, multiple girls, breasts, open mouth, collarbone, bare shoulders | |
| Ootsuki Yui, | |
| blonde hair, long hair, blush, smile, bangs, blue eyes, wavy hair, breasts, open mouth, jewelry, looking at viewer, bow, multiple girls, medium breasts, necklace, holding, collarbone, cleavage, bare shoulders, 1girl | |
| Totoki Airi, | |
| brown hair, brown eyes, smile, twintails, looking at viewer, blush, breasts, open mouth, 1girl, solo, large breasts, cleavage, jewelry, hair ornament, necklace, long hair, hat, bangs, food, ribbon | |
| Sakurai Momoka, | |
| blonde hair, green eyes, short hair, smile, frills, blush, looking at viewer, open mouth, bow, dress, wavy hair, hairband, multiple girls, bangs, 1girl, flower, solo, rose, hair ornament, brown hair | |
| Jougasaki Rika, | |
| blonde hair, long hair, smile, green eyes, blush, open mouth, jewelry, two side up, looking at viewer, 1girl, bangs, necklace, solo, eyelashes, multiple girls, bow, skirt, hair ornament, hair bow, thighhighs | |
| Anastasia, | |
| short hair, grey hair, blue eyes, smile, looking at viewer, jewelry, bangs, 1girl, sky, open mouth, star, solo, outdoors, earrings, breasts, night, night sky, medium breasts, hair between eyes, starry sky | |
| Kamiya Nao, | |
| brown hair, long hair, blush, red eyes, bangs, smile, blunt bangs, 1girl, solo, open mouth, looking at viewer, jewelry, wavy hair, dress, hair ornament, flower, thick eyebrows, multiple girls, skirt, frills | |
| Ninomiya Asuka, | |
| multicolored hair, long hair, two-tone hair, orange hair, purple eyes, smile, looking at viewer, 1girl, solo, jewelry, skirt, open mouth, thighhighs, bangs, multiple girls, gloves, hair between eyes, night, sky, outdoors | |
| Fujiwara Hajime, | |
| smile, black hair, brown eyes, long hair, open mouth, bangs, multiple girls, blush, jewelry, hair ornament, 1girl, outdoors, looking at viewer, brown hair, 2girls, short hair, flower, solo, dress, earrings | |
| Sato Shin, | |
| green eyes, ahoge, long hair, blush, blonde hair, smile, twintails, hair ornament, open mouth, 1girl, looking at viewer, solo, bangs, one eye closed, multiple girls, dress, jewelry, bow, heart, brown hair | |
| Sagisawa Fumika, | |
| black hair, blue eyes, long hair, smile, blush, jewelry, hairband, looking at viewer, 1girl, solo, multiple girls, holding, necklace, hair ornament, open mouth, flower, brown hair, skirt, hair flower, breasts | |
| Abe Nana, | |
| blush, brown hair, brown eyes, smile, ponytail, open mouth, bow, 1girl, looking at viewer, solo, short hair, dress, bangs, orange hair, hair bow, breasts, multiple girls, frills, animal ears, gloves | |
| Saionji Kotoka, | |
| smile, long hair, pink hair, blush, flower, 1girl, looking at viewer, brown eyes, solo, jewelry, open mouth, necklace, outdoors, dress, hair ornament, sky, bangs, holding, breasts, day | |
| Katagiri Sanae, | |
| brown hair, smile, brown eyes, twintails, jewelry, earrings, breasts, low twintails, open mouth, blush, multiple girls, one eye closed, necklace, short twintails, large breasts, cleavage, short hair, bangs, 1girl, solo | |
| Seki Hiromi, | |
| long hair, brown hair, wavy hair, smile, curly hair, blush, open mouth, brown eyes, 1girl, jewelry, looking at viewer, dress, solo, red eyes, bow, flower, hair ornament, multiple girls, frills, hat | |
| Ichinose Shiki, | |
| long hair, brown hair, blue eyes, wavy hair, ahoge, jewelry, smile, bangs, breasts, looking at viewer, medium breasts, earrings, blush, 1girl, solo, sitting, :3, cleavage, multiple girls, bare shoulders | |
| Shiina Noriko, | |
| smile, brown hair, open mouth, ponytail, long hair, blush, jewelry, brown eyes, bangs, looking at viewer, 1girl, food, multiple girls, solo, bow, necklace, hair ornament, frills, collarbone, skirt | |
| Hoshi Syoko, | |
| braid, long hair, grey hair, ahoge, single braid, grey eyes, smile, open mouth, 1girl, multiple girls, brown eyes, solo, short hair, mushroom, 3girls, blush, dress, outdoors, thighhighs, blonde hair | |
| Sasaki Chie, | |
| black eyes, short hair, hair ornament, black hair, smile, blush, hairclip, looking at viewer, open mouth, bangs, 1girl, skirt, solo, multiple girls, indoors, rabbit hair ornament, bow, window, brown hair, holding | |
| Otokura Yuuki, | |
| short hair, smile, blush, grey hair, bangs, open mouth, looking at viewer, 1girl, black eyes, solo, outdoors, grey eyes, hat, bow, dress, frills, tree, sitting, sky, gloves | |
| Nakano Yuka, | |
| twintails, brown eyes, black hair, long hair, smile, open mouth, looking at viewer, blush, 1girl, multiple girls, hair ornament, low twintails, solo, brown hair, skirt, frills, closed eyes, bow, bangs, jewelry | |
| Mizumoto Yukari, | |
| long hair, brown eyes, brown hair, smile, bangs, blush, 1girl, looking at viewer, open mouth, solo, dress, jewelry, hair ornament, flower, sky, outdoors, bow, black hair, holding, necklace | |
| Mukai Takumi, | |
| black hair, smile, long hair, breasts, 1girl, solo, jewelry, large breasts, green eyes, cleavage, necklace, bracelet, looking at viewer, jacket, outdoors, blush, skirt, grin, hair ornament, earrings | |
| Takafuji Kako, | |
| smile, black hair, short hair, yellow eyes, open mouth, hair ornament, 1girl, blush, bangs, sky, looking at viewer, japanese clothes, flower, outdoors, solo, multiple girls, breasts, cloud, bow, hair flower | |
| Kimura Natsuki, | |
| short hair, green eyes, brown hair, smile, jewelry, 1girl, earrings, solo, breasts, collarbone, looking at viewer, shirt, gloves, necklace, skirt, medium breasts, fingerless gloves, cleavage, belt, microphone | |
| Sakuma Mayu, | |
| brown hair, blush, blue eyes, smile, short hair, hairband, jewelry, earrings, ribbon, open mouth, looking at viewer, multiple girls, bangs, heart, dress, 1girl, solo, brown eyes, 3girls, necklace | |
| Natalia, | |
| dark-skinned female, dark skin, short hair, smile, green hair, purple eyes, jewelry, open mouth, 1girl, solo, blush, hair ornament, breasts, day, dress, bracelet, tree, outdoors, earrings, black hair | |
| Koshimizu Sachiko, | |
| short hair, purple hair, blush, brown eyes, smile, hair ornament, open mouth, looking at viewer, 1girl, solo, hairclip, frills, flower, bangs, :d, sitting, skirt, holding, outdoors, sky | |
| Hojo Karen, | |
| brown hair, smile, blush, long hair, jewelry, bangs, brown eyes, looking at viewer, open mouth, earrings, orange hair, hair ornament, multiple girls, collarbone, 1girl, necklace, bare shoulders, dress, solo, flower | |
| Murakami Tomoe, | |
| red hair, short hair, smile, brown eyes, open mouth, 1girl, hair ornament, blush, solo, outdoors, multiple girls, looking at viewer, hair flower, jewelry, flower, sky, brown hair, bangs, shorts, sitting | |
| Tada Riina, | |
| short hair, brown hair, headphones, green eyes, smile, jewelry, 1girl, looking at viewer, solo, open mouth, headphones around neck, skirt, blush, hair ornament, bangs, gloves, multiple girls, stage, belt, microphone | |
| Araki Hina, | |
| brown hair, brown eyes, short hair, open mouth, smile, ahoge, glasses, looking at viewer, 1girl, solo, blush, multiple girls, bangs, sky, orange hair, outdoors, day, hair ornament, jacket, messy hair | |
| Sajo Yukimi, | |
| long hair, red eyes, blue hair, blunt bangs, bangs, smile, looking at viewer, blush, dress, open mouth, 1girl, solo, sitting, frills, black hair, multiple girls, cat, outdoors, animal, hair ornament | |
| Kawashima Mizuki, | |
| brown eyes, brown hair, smile, long hair, jewelry, looking at viewer, earrings, 1girl, hair ornament, breasts, dress, necklace, flower, ponytail, multiple girls, solo, short hair, blush, bracelet, sky | |
| Himekawa Yuki, | |
| long hair, green eyes, hair ornament, brown hair, smile, hairclip, open mouth, blush, 1girl, breasts, looking at viewer, jewelry, navel, midriff, solo, skirt, outdoors, hat, medium breasts, cleavage | |
| Nanjo Hikaru, | |
| long hair, blue eyes, smile, green hair, open mouth, black hair, gloves, 1girl, multiple girls, brown hair, shorts, looking at viewer, ahoge, solo, belt, blush, fingerless gloves, closed eyes, 3girls, scarf | |
| Moroboshi Kirari, | |
| brown hair, :3, smile, brown eyes, long hair, jewelry, open mouth, blush, hair ornament, star, bow, looking at viewer, outdoors, sky, dress, 1girl, breasts, multiple girls, food, cloud | |
| Shiragiku Hotaru, | |
| short hair, black hair, brown eyes, bangs, blush, 1girl, solo, smile, jewelry, open mouth, dress, looking at viewer, outdoors, flower, earrings, hair ornament, multiple girls, sitting, bow, tree | |
| Ichihara Nina, | |
| blush, long hair, smile, brown hair, open mouth, bangs, brown eyes, blunt bangs, 1girl, looking at viewer, closed eyes, solo, bow, multiple girls, outdoors, stuffed toy, stuffed animal, hat, animal costume, day | |
| Tachibana Arisu, | |
| long hair, brown eyes, brown hair, bow, dress, smile, hair bow, blush, 1girl, open mouth, solo, looking at viewer, jewelry, multiple girls, ribbon, frills, flower, bangs, black hair, food | |
| Wakiyama Tamami, | |
| short hair, brown hair, ahoge, smile, brown eyes, open mouth, looking at viewer, blush, outdoors, 1girl, tree, sky, hair ornament, multiple girls, skirt, solo, bangs, closed eyes, stage, day | |
| Akagi Miria, | |
| brown eyes, short hair, black hair, two side up, smile, blush, open mouth, hair ornament, looking at viewer, multiple girls, 1girl, bangs, brown hair, blonde hair, dress, jewelry, skirt, solo, closed eyes, long hair | |
| Yagami Makino, | |
| brown hair, long hair, glasses, looking at viewer, jewelry, smile, 1girl, solo, bangs, breasts, shirt, skirt, purple eyes, earrings, sitting, blue eyes, multiple girls, dutch angle, holding, medium breasts | |
| Matoba Risa, | |
| long hair, black hair, twintails, yellow eyes, jewelry, smile, ribbon, 1girl, necklace, blush, hair ribbon, open mouth, bangs, bow, solo, hair bow, looking at viewer, skirt, one eye closed, bare shoulders | |
| Ryuzaki Kaoru, | |
| hair ornament, short hair, hairclip, open mouth, smile, brown hair, yellow eyes, blush, 1girl, orange hair, multiple girls, solo, looking at viewer, closed eyes, jewelry, skirt, indoors, hat, shorts, music | |
| Kiryu Tsukasa, | |
| blonde hair, purple eyes, long hair, smile, jewelry, earrings, 1girl, bangs, ponytail, wavy hair, open mouth, multiple girls, dress, bow, breasts, solo, looking at viewer, bracelet, braid, necklace | |
| Shiomi Syuko, | |
| short hair, jewelry, black eyes, smile, blonde hair, earrings, grey hair, 1girl, solo, bare shoulders, bangs, looking at viewer, sky, hair between eyes, multiple girls, necklace, hair ornament, flower, open mouth, collarbone | |
| Hino Akane, | |
| brown hair, long hair, green eyes, open mouth, smile, ponytail, blush, bow, multiple girls, jewelry, breasts, hair bow, looking at viewer, cleavage, brown eyes, hair ornament, high ponytail, outdoors, idol, wavy hair | |
| Oikawa Shizuku, | |
| short hair, brown hair, brown eyes, breasts, large breasts, smile, open mouth, looking at viewer, blush, bangs, 1girl, solo, multiple girls, outdoors, 3girls, black hair, hair ornament, food, flower, jewelry | |
| Koseki Reina, | |
| long hair, brown hair, purple eyes, smile, 1girl, solo, gloves, grin, open mouth, jewelry, skirt, thighhighs, looking at viewer, multiple girls, blush, shorts, striped, indoors, shirt, holding | |
| Asari Nanami, | |
| long hair, blue eyes, blue hair, smile, open mouth, 1girl, hair ornament, bangs, fish hair ornament, fish, solo, blush, dress, looking at viewer, blunt bangs, jewelry, hat, skirt, wavy hair, water | |
| Yuki Haru, | |
| smile, orange hair, open mouth, long hair, looking at viewer, 1girl, solo, shorts, brown eyes, multiple girls, short hair, holding, blush, gloves, bow, black hair, bangs, day, sky, midriff | |
| Matsunaga Ryo, | |
| long hair, jewelry, brown eyes, smile, earrings, brown hair, looking at viewer, necklace, 1girl, blonde hair, multiple girls, jacket, gloves, breasts, solo, skirt, collarbone, 3girls, short hair, bangs | |
| Kurosaki Chitose, | |
| long hair, blonde hair, smile, looking at viewer, red eyes, bangs, very long hair, hair between eyes, dress, 1girl, solo, flower, multiple girls, holding, sky, outdoors, long sleeves, blush, hairband, open mouth | |
| Mochizuki Hijiri, | |
| long hair, blonde hair, smile, blush, open mouth, red eyes, dress, looking at viewer, 1girl, solo, outdoors, multiple girls, skirt, tree, brown hair, ribbon, hat, holding, brown eyes, bangs | |
| Sunazuka Akira, | |
| mole under eye, smile, mole, black hair, looking at viewer, sharp teeth, twintails, teeth, jewelry, multiple girls, long hair, bangs, skirt, nail polish, 1girl, open mouth, solo, sitting, indoors, earrings | |
| Tsujino Akari, | |
| brown hair, blush, long hair, smile, looking at viewer, dress, multiple girls, open mouth, jewelry, antenna hair, skirt, 1girl, fruit, food, holding, frills, 3girls, collarbone, ahoge, apple | |
| Hayasaka Mirei, | |
| purple hair, multicolored hair, fang, brown eyes, short hair, eyepatch, open mouth, smile, hood, skirt, looking at viewer, 1girl, jewelry, belt, blush, solo, thighhighs, multiple girls, hoodie, collar | |
| Yamato Aki, | |
| green eyes, smile, long hair, black hair, looking at viewer, 1girl, breasts, ponytail, jewelry, solo, weapon, gun, brown hair, jacket, shirt, open mouth, multiple girls, hat, large breasts, hair ornament | |
| Kita Hinako, | |
| brown hair, short hair, blush, brown eyes, smile, looking at viewer, bangs, open mouth, dress, flower, 1girl, jewelry, solo, bow, sitting, hat, ribbon, multiple girls, indoors, gloves | |
| Kitami Yuzu, | |
| brown hair, short hair, smile, brown eyes, bangs, blunt bangs, open mouth, blush, 1girl, looking at viewer, solo, indoors, one eye closed, food, tongue, tongue out, hood, hair ornament, multiple girls, bow | |
| Yusa Kozue, | |
| green eyes, blonde hair, twintails, ahoge, blush, open mouth, looking at viewer, 1girl, solo, smile, low twintails, hair ornament, sky, frills, bangs, long hair, dress, star, holding, cloud | |
| Munakata Atsumi, | |
| double bun, hair bun, brown hair, blush, smile, open mouth, 1girl, solo, jewelry, short hair, dress, hair ornament, brown eyes, bow, closed eyes, ribbon, heart, looking at viewer, bracelet, hair bow | |
| Fujimoto Rina, | |
| blonde hair, long hair, smile, jewelry, necklace, grey eyes, earrings, open mouth, looking at viewer, blush, breasts, one eye closed, nail polish, 1girl, skirt, navel, belt, bracelet, bangs, solo | |
| Domyoji Karin, | |
| brown hair, brown eyes, smile, short hair, open mouth, blush, 1girl, japanese clothes, looking at viewer, hair ornament, solo, ponytail, flower, multiple girls, 3girls, skirt, hair flower, tree, outdoors, black hair | |
| Shirayuki Chiyo, | |
| black hair, purple eyes, short hair, bangs, blunt bangs, looking at viewer, multiple girls, indoors, smile, 2girls, long hair, long sleeves, 1girl, solo, dress, window, hair ornament, jewelry, shirt, gloves | |
| Yumemi Riamu, | |
| pink hair, multicolored hair, two-tone hair, breasts, pink eyes, blue hair, ahoge, bangs, smile, short hair, open mouth, blush, large breasts, dress, hair intakes, fang, multiple girls, collarbone, looking at viewer, outdoors | |
| Kamijo Haruna, | |
| glasses, black hair, brown eyes, smile, short hair, open mouth, 1girl, solo, pink-framed eyewear, brown hair, jewelry, blush, holding, looking at viewer, multiple girls, 2girls, blue-framed eyewear, shorts, skirt, necklace | |
| Hamaguchi Ayame, | |
| green eyes, black hair, smile, hair bun, single hair bun, hair ornament, blush, multiple girls, bangs, blunt bangs, 1girl, open mouth, outdoors, solo, brown hair, day, 2girls, looking at viewer, sitting, skirt | |
| Ueda Suzuho, | |
| brown hair, smile, brown eyes, short hair, open mouth, 1girl, ahoge, solo, long hair, multiple girls, looking at viewer, costume, sky, water, tree, animal costume, blush, navel, midriff, yellow eyes | |
| Nanba Emi, | |
| hair ornament, brown hair, hairclip, short hair, smile, open mouth, blush, green eyes, wavy hair, multiple girls, skirt, looking at viewer, 1girl, day, solo focus, sky, closed eyes, jewelry, bracelet, one eye closed | |
| ``` | |
| Note: you might want to check if your base model already recognizes your character without this LoRA. | |
| ## Training info | |
| Dataset: | |
| * 1972 Cinderella Girls cards collected from [project-imas wiki](https://project-imas.wiki/THE_iDOLM@STER_Cinderella_Girls/Characters) | |
| Tags generated with [SmilingWolf/wd-v1-4-convnextv2-tagger-v2](https://huggingface.co/SmilingWolf/wd-v1-4-convnextv2-tagger-v2) with a threshold of 0.35. No balancing and tag cleaning. | |
| The data source also provides info about which other characters are also present in the card art ("cameos"), so following [a previous model](https://civitai.com/models/27600/) | |
| the caption template `MainChar/OtherChar1/OtherChar2..., other tags shuffled` was used. However, it worked poorly this time; character attributes blend noticeably. | |
| Inspired by [a 2022 paper](https://openreview.net/pdf?id=Uad23IcIEs), a custom LR scheduler was used: | |
| ``` | |
| SequentialLR(optimizer, [ | |
| LinearLR(optimizer, 0.1, total_iters=steps_per_epoch), | |
| CosineAnnealingWarmRestarts(optimizer, steps_per_epoch*2, T_mult=2) | |
| ], [steps_per_epoch]) | |
| ``` | |
| Training cost: ~7 T4-hours (in addition to v1.1 and v1.2 costs) | |
| Data distribution: | |
| ``` | |
| character cards cameos | |
| 1 Shirasaka Koume 30 14 | |
| 2 Nitta Minami 30 13 | |
| 3 Kohinata Miho 30 18 | |
| 4 Honda Mio 30 28 | |
| 5 Maekawa Miku 30 16 | |
| 6 Yorita Yoshino 28 14 | |
| 7 Shibuya Rin 28 12 | |
| 8 Ogata Chieri 28 17 | |
| 9 Kobayakawa Sae 26 19 | |
| 10 Takamori Aiko 26 22 | |
| 11 Morikubo Nono 26 20 | |
| 12 Mimura Kanako 26 11 | |
| 13 Hayami Kanade 26 17 | |
| 14 Aiba Yumi 26 13 | |
| 15 Futaba Anzu 26 13 | |
| 16 Mifune Miyu 26 10 | |
| 17 Hori Yuko 26 22 | |
| 18 Miyamoto Frederica 26 11 | |
| 19 Shimamura Uzuki 26 17 | |
| 20 Kanzaki Ranko 26 17 | |
| 21 Jougasaki Mika 24 20 | |
| 22 Igarashi Kyoko 24 16 | |
| 23 Takagaki Kaede 24 16 | |
| 24 Ootsuki Yui 24 14 | |
| 25 Totoki Airi 24 5 | |
| 26 Sakurai Momoka 24 12 | |
| 27 Jougasaki Rika 24 10 | |
| 28 Anastasia 24 9 | |
| 29 Kamiya Nao 24 20 | |
| 30 Ninomiya Asuka 24 19 | |
| 31 Fujiwara Hajime 24 17 | |
| 32 Sato Shin 24 18 | |
| 33 Sagisawa Fumika 24 11 | |
| 34 Abe Nana 24 21 | |
| 35 Saionji Kotoka 22 7 | |
| 36 Katagiri Sanae 22 18 | |
| 37 Seki Hiromi 22 13 | |
| 38 Ichinose Shiki 22 22 | |
| 39 Shiina Noriko 22 9 | |
| 40 Hoshi Syoko 22 22 | |
| 41 Sasaki Chie 22 10 | |
| 42 Otokura Yuuki 22 12 | |
| 43 Nakano Yuka 22 10 | |
| 44 Mizumoto Yukari 22 19 | |
| 45 Mukai Takumi 22 7 | |
| 46 Takafuji Kako 22 8 | |
| 47 Kimura Natsuki 22 7 | |
| 48 Sakuma Mayu 22 18 | |
| 49 Natalia 22 6 | |
| 50 Koshimizu Sachiko 22 15 | |
| 51 Hojo Karen 22 31 | |
| 52 Murakami Tomoe 20 13 | |
| 53 Tada Riina 20 18 | |
| 54 Araki Hina 20 13 | |
| 55 Sajo Yukimi 20 7 | |
| 56 Kawashima Mizuki 20 15 | |
| 57 Himekawa Yuki 20 18 | |
| 58 Nanjo Hikaru 20 5 | |
| 59 Moroboshi Kirari 20 12 | |
| 60 Shiragiku Hotaru 20 12 | |
| 61 Ichihara Nina 20 15 | |
| 62 Tachibana Arisu 20 18 | |
| 63 Wakiyama Tamami 20 19 | |
| 64 Akagi Miria 18 11 | |
| 65 Yagami Makino 18 5 | |
| 66 Matoba Risa 18 7 | |
| 67 Ryuzaki Kaoru 18 10 | |
| 68 Kiryu Tsukasa 18 5 | |
| 69 Shiomi Syuko 18 18 | |
| 70 Hino Akane 18 21 | |
| 71 Oikawa Shizuku 18 14 | |
| 72 Koseki Reina 18 8 | |
| 73 Asari Nanami 18 2 | |
| 74 Yuki Haru 18 13 | |
| 75 Matsunaga Ryo 16 13 | |
| 76 Kurosaki Chitose 16 11 | |
| 77 Mochizuki Hijiri 16 0 | |
| 78 Sunazuka Akira 16 9 | |
| 79 Tsujino Akari 16 8 | |
| 80 Hayasaka Mirei 16 22 | |
| 81 Yamato Aki 16 6 | |
| 82 Kita Hinako 16 9 | |
| 83 Kitami Yuzu 16 10 | |
| 84 Yusa Kozue 16 11 | |
| 85 Munakata Atsumi 14 9 | |
| 86 Fujimoto Rina 14 9 | |
| 87 Domyoji Karin 14 15 | |
| 88 Shirayuki Chiyo 14 6 | |
| 89 Yumemi Riamu 14 10 | |
| 90 Kamijo Haruna 14 14 | |
| 91 Hamaguchi Ayame 14 13 | |
| 92 Ueda Suzuho 10 7 | |
| 93 Nanba Emi 10 8 | |
| ``` | |
| Training config: | |
| ``` | |
| [model_arguments] | |
| v2 = false | |
| v_parameterization = false | |
| pretrained_model_name_or_path = "animefull-final-pruned.ckpt" | |
| [additional_network_arguments] | |
| no_metadata = false | |
| network_module = "lycoris.kohya" | |
| network_dim = 16 | |
| network_alpha = 1 | |
| network_args = [ "conv_dim=0", "algo=loha",] | |
| network_train_unet_only = false | |
| network_train_text_encoder_only = false | |
| cache_latents = false | |
| [optimizer_arguments] | |
| optimizer_type = "AdamW" | |
| learning_rate = 0.001 | |
| max_grad_norm = 1.0 | |
| # custom lr schedule | |
| [dataset_arguments] | |
| debug_dataset = false | |
| # batch size: 2 x 2 | |
| # resolution: 768 | |
| [training_arguments] | |
| save_precision = "fp16" | |
| save_every_n_epochs = 1 | |
| max_token_length = 225 | |
| mem_eff_attn = false | |
| xformers = true | |
| max_train_epochs = 15 | |
| max_data_loader_n_workers = 1 | |
| persistent_data_loader_workers = false | |
| gradient_checkpointing = false | |
| gradient_accumulation_steps = 2 | |
| mixed_precision = "fp16" | |
| clip_skip = 2 | |
| lowram = true | |
| [sample_prompt_arguments] | |
| [saving_arguments] | |
| save_model_as = "safetensors" | |
| ``` |