Important: This is natural fine-tuning trained with LyCORIS (algo=full, preset=attn-mlp, trained_norm=True), please make sure you have the at least a1111 webui version 1.6.0 to use it

All the intermediate checkpoints are available at: https://huggingface.co/alea31415/world-witches-series

The current model is trained on anime + fan art for luminous witches and fan art only for the remaining, so I expect it to perform better for luminous witches

Characters included (correspondance with booru tags are provided at the end)

Luminous Witches: Aila, Ginny, Ellie, Gracie, Joanna, Milasha, Manaia, Shibuya Inori, Sylvie, Maria, Nishisugi Tomomi

Brave Witches: Nikka, Georgette, Sasha, Kanno Naoe, Shimohara Sadako, Karibuchi Hikari, Karibuchi Takami, Waltrud Krupinski, Edytha Rossmann, Gundula Rall, Misumi Miya

Strike Witches: Miyafuji Yoshika, Sanya, Eila, Minna, Perrine, Lynette, Erica, Charlotte, Gertrud, Lucchini, Sakamoto Mio, Yamakawa Michiko, Ursula Hartmann, Hattori Shizuka

Others: Kuroda Kunika, Hanna-justina Marseille, Heidimarie, Hanna Wind, Takei Junko, Anabuki Tomoko, Aurora e Juutilainen, Wilma Bishop, Raisa Pottgen, Helma Lennartz, Heinrike, Rosalie, Hanna Rudel, Fernandia Malvezzi, Marian e Carl, Hannelore Kummel

During training, I use the tags aniscreen and fanart for anime screenshots and fan arts respectively, but I do not recommend using them for image generation (unless you want particularly the anime screencap style)

Wallpaper is used on very few images, and cause severe overfitting, so you should not use it as is but may still be interesting for i2i or when used as [:wallpaper:0.5]

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Caveats:

Only characters are learned. That means that neither outfits, familiars, nor different forms are tagged properly, so to trigger them you may need to play with the prompts. Also, when you find something to be present too often even if you do not put it in the prompt, you can try to put it in negative, such as hirschgeweih antennas for Ginny

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Below I list the 1 to 1 correspondances between booru tags and names used for training (note that although I capitalize some of them this does not affect clip)

Luminous Witches

aila paivikki linnamaa - Aila
virginia robertson - Ginny
eleonore giovanna gassion - Ellie
grace maitland stewar - Gracie
joanna elizabeth stafford - Joanna
lyudmila andreyevna ruslanova -Milasha
manaia matawhaura hato -Manaia
shibuya inori - Shibuya Inori
sylvie cariello - Sylvie
maria magdalena dietrich - Maria
nishisugi tomomi - Nishisugi Tomomi

Brave Witches

nikka edvardine katajainen - Nikka
georgette lemare - Georgette
aleksandra i pokryshkin - Sasha
kanno naoe - Kanno Naoe
shimohara sadako - Shimohara Sadako
karibuchi hikari - Karibuchi Hikari
karibuchi takami - Karibuchi Takami
waltrud krupinski - Waltrud Krupinski
edytha rossmann - Edytha Rossmann
gundula rall - Gundula Rall
misumi miya - Misumi Miya

Strike Witches

miyafuji yoshika - Miyafuji Yoshika
sanya v litvyak - Sanya
eila ilmatar juutilainen - Eila
minna-dietlinde wilcke - Minna
perrine h clostermann - Perrine
lynette bishop - Lynette
erica hartmann - Erica
charlotte e yeager - Charlotte
gertrud barkhorn - Gertrud
francesca lucchini - Lucchini
sakamoto mio - Sakamoto Mio
yamakawa michiko - Yamakawa Michiko
ursula hartmann - Ursula Hartmann
hattori shizuka - Hattori Shizuka

Others

kuroda kunika - Kuroda Kunika
hanna-justina marseille - Hanna-justina Marseille
heidimarie w schnaufer - Heidimarie
hanna wind - Hanna Wind
takei junko - Takei Junko
anabuki tomoko - Anabuki Tomoko
aurora e juutilainen - Aurora e Juutilainen
wilma bishop - Wilma Bishop
raisa pottgen - Raisa Pottgen
helma lennartz - Helma Lennartz
heinrike prinzessin zu sayn-wittgenstein - Heinrike
rosalie de hemricourt de grunne - Rosalie
hanna rudel - Hanna Rudel
fernandia malvezzi - Fernandia Malvezzi
marian e carl - Marian e Carl
hannelore kummel - Hannelore Kummel