Type | |
Stats | 234 1,927 655 |
Reviews | (38) |
Published | Nov 19, 2024 |
Base Model | |
Training | Steps: 8,778 Epochs: 11 |
Usage Tips | Clip Skip: 2 |
Trigger Words | katawa shoujo yamaku high school uniform hakamichi shizune, short hair, blue hair, blue eyes, eyeglasses ikezawa hanako, long hair, hair over one eye, purple hair, purple eyes, burn scar satou lilly, long hair, blonde hair, hair bow, blue eyes, blind ibarazaki emi, long hair, twintails, hair bobbles, blonde hair, green eyes, amputee, double amputee, legless amputee, running blades, prosthesis gym uniform, red buruma tezuka rin, short hair, red hair, green eyes, armless amputee, double amputee, tied sleeves mikado shiina, long hair, drill hair, pink hair, brown eyes game cg |
Hash | AutoV2 EA3F79B236 |
A character pack LoRA for all the main girls from the VN Katawa Shoujo by 4LeafStudios. Trained on PonyXL, should be compatible with all Pony-based merges. Update: new version trained on IllustriousXL, should work with its merges too.
The common trigger word is katawa shoujo, present in all images in the dataset. The uniform can be prompted with yamaku high school uniform. Also, game cg might bring the style closer to the original game's sprites and backgrounds. The prompts for the specific girls are as follows:
Shizune:
hakamichi shizune, short hair, blue hair, blue eyes, eyeglasses.Hanako:
ikezawa hanako, long hair, hair over one eye, purple hair, purple eyes, burn scar.Lilly:
satou lilly, long hair, blonde hair, hair bow, blue eyes, blind.Emi:
ibarazaki emi, long hair, twintails, hair bobbles, blonde hair, green eyes, amputee, double amputee, prosthesis. For her track uniform, usegym uniform, red buruma. In the Illustrious version,legless amputee, running bladeshas been added for better control.Rin:
tezuka rin, short hair, red hair, green eyes, armless amputee, double amputee, tied sleeves. Don't forget to remove thetied sleevestag if she's not wearing a shirt.Misha:
mikado shiina, long hair, drill hair, pink hair, brown eyes.
I haven't tested the resulting LoRA too extensively, but it very much met my expectations when generating the preview images, so I'm happy with this. If generating multiple characters in the same image, I highly recommend using WebUI extensions like Forge Couple. Feel free to share your generations and (hopefully positive) feedback.
I really wanted somebody to make it, but eventually decided to give it a try myself, and I'm quite happy with the results. Especially so given that this is my first character LoRA. The dataset consists of Gelbooru images with the katawa_shoujo tag, pruned via my own tooling to contain slightly under 1000 images of good composition with at least one of the girls in focus. The dataset was slightly imbalanced (350+ images of Hanako vs. about 200 for everyone else), and Civitai on-site trainer, to my knowledge, doesn't allow tinkering with sub-datasets to rectify the issue, but I think it turned out fine. No automatic tagging was used, instead I kept the scraped Gelbooru tags with some preprocessing. (On a side note, it turns out a jupyter notebook, a pandas dataframe and some utility classes and accessors make for a much more convenient dataset editing and tagging tool than most GUI-based ones I'm familiar with). I deduced the appropriate training params based on a few character LoRAs made by other people. The key thing was a high dim and alpha (32 both), very high learning rate (1.0), default bucket size (5, unlike the usual 1-2 I previously aimed for) and some noise offset (still not sure how it affects the result though). Ended up taking around 2500 buzz, but seems worth it for 6 characters. As usual, I'm open to advice and suggestions. (Not taking commissions, though. I don't feel that I have enough time to train LoRAs regularly, nor do I have the buzz for it). This time, unlike with my style LoRAs, I'm also publishing the training data, so if you feel you can do better at this, then by all means, you're welcome to use it.
I highly recommend you check out the VN if you haven't: