Cartethyia/Fleurdelys | Wuthering Waves (NAI/IL/Pony)

<ul><li>Training time: 10h40m</li><li>11369 images: 10208 "3d", 810 fan art, 8370 "cartethyia", 2258 "fleurdelys", 275 "leviathan", 817 "male rover", 487 "female rover", 129 "iuno", 104 "phoebe", 1843 "video artifacts"</li><li>OneTrainer</li><li>32/32 LoRA, dropout=0.2, fp32 training precision, tf32 mixed precision, fp16 output</li><li>Optimizer: ProdigyPlusScheduleFree(betas=(0.9,0.99), weight_decay=0, weight_decay_by_lr=False, bias_correction=False, d0=1e-4, prodigy_steps=0, eps=1e-8, factored_fp32=True, use_speed=True, split_groups=True, split_groups_mean=False, factored=True, fused_back_pass=True)</li><li>Scheduler: Constant(lr=1)</li><li>batch size: 32, accumulation steps: 1, stopped early at 3000 steps (8.4 epochs), manually evaluated every 100 steps</li><li>no clip grad norm (StableAdamW handles gradient clipping internally)</li><li>Train TE1&amp;TE2, dropout=0.1</li><li>offset noise weight: 0.01, generalized offset noise, uniform timestep distribution</li><li>loss function: MSE, loss weight: debiased estimation loss</li><li>layer filter: attn-mlp</li><li>VRAM: Average was probably around 75 GB with peaks close to 93 GB</li><li>Unet LR quickly settled around 3.26e-5, TE LR remained constant d0=1e-4 (optimizer bug or settings problem?)</li><li>After 3k steps parts of her outfit started appearing on Hakurei Reimu, so I stopped training.</li></ul>

cartethyia-noob-v5.safetensors

Cartethyia/Fleurdelys | Wuthering Waves

v5 [eps]

v4 [Noob eps/v-pred/IL]

v3 [Noob v-pred 1.0]

v3 [Noob eps 1.1]

v3 [IL 0.1]

v3 [Pony]

v2 [Noob v-pred 1.0]

v2 [Noob eps 1.1]

v2 [Illustrious 0.1]

v2 [Pony]

v1-noob-e

v1-pdxl

v1-illust

Creator: <a target="_blank" rel="noopener noreferrer nofollow" href="https://civitai.com/user/Arubaito">Arubaito</a>Cartethyia is a playable character from Wuthering Waves. Fleurdelys is her alternate form, also encountered in-game as a weekly boss. Leviathan is the main antagonist of game version 2.0 (also a weekly boss).v5This version is based on a larger dataset that includes fan art and improved tags. There is still a lot of room for improvement but I ran out of time so I'm releasing it now. Compared to v4 the quality is similar and it's a bit more difficult to use (both overfit and undertrained). I may have deep-fried the text encoder, so try lowering its weight. Sorry if it doesn't work for you. Not really proud of this one, but I hope someone finds it useful. I'll fix it next year. 😅I recommend using a style LoRA or a model with a strong base style to override the 3d style. Artist tags may not be enough.Training details are on the "About this version" sidebar section.Negative prompt:<ul><li>lowres, low quality, video artifacts, jpeg artifacts, chromatic aberration, film grain, absurdly detailed composition, sketch, red pupils, pink pupils</li></ul>Characters:<ul><li>cartethyia, blue eyes, blonde hair, long hair, forehead tattoo, crown of thorns, teardrop earrings, dress, small breasts, tabard, bracelet, anklet, sandals</li></ul><ul><li>fleurdelys, blue eyes, blonde hair, long hair, colored inner hair, aqua hair, single horn, floating earrings, spiked halo, dress, large breasts, armor, blue gloves, anklet</li></ul><ul><li>fleurdelys (leviathan), dark persona, corruption, adapted costume, covered eyes, grey hair, long hair, colored inner hair, aqua hair, single horn, head fins, teardrop earrings, spiked halo, pale skin, black veins, dress, large breasts, chest jewel, armor, colored extremities, black hands, anklet</li></ul>Leviathan is somewhat undertrained. Contrary to Danbooru guidelines, I tagged her as an alternate version of Fleurdelys so the unet can better apply its knowledge of her appearance. Lore-wise they are entirely separate characters. The inside of Leviathan's mouth is blue, which I tagged as "blue mouth". Her tongue is not blue though.Detailer prompts:<ul><li>portrait, close-up: This prompt focuses on the face.</li><li>close-up, eye focus, two-tone eyes, blue eyes, pink eyes, grey pupils</li><li>close-up, forehead, forehead tattoo, crown of thorns: This is for her tacet mark.</li><li>close-up, object focus, jewelry, fleur-de-lis: This is for her necklace and the weights on her breast curtains.</li><li>close-up, clothes focus, dress</li><li>close-up, weapon focus, bloodpact/tyrvine/haultir/etc.</li><li>close-up, hand focus, bracelet</li><li>close-up, foot focus, feet only, footwear focus, sandals, anklet</li><li>close-up, foot focus, feet only, barefoot, anklet</li></ul>Unfortunately her shoes are back to being undertrained again. Anyway, just use whatever works.Costumes:<ul><li>cartethyia (formal), official alternate costume, white earrings, flower earrings, silver choker, necklace, white dress, cocktail dress, frilled dress, white bracelet</li></ul><ul><li>cartethyia (spring blossom), official alternate costume, head wreath, white earrings, multiple earrings, neck ribbon, bare shoulders, two-tone dress, pink dress, white dress, thigh strap, pink high heels</li></ul><ul><li>cartethyia (seaside rendezvous), official alternate costume, hair ornament, multiple earrings, blue choker, halterneck, bare shoulders, white dress, layered dress, long sleeves, yellow bridal gauntlet, single bridal gauntlet, platform sandals</li></ul><ul><li>cartethyia (summer serenade), official alternate costume, sun hat, hat flower, pink hairclip, no earrings, white sundress, see-through vest, shoulder bag, orange flip-flops</li></ul><ul><li>cartethyia (idol), official alternate costume, alternate hairstyle, long hair, short ponytail, hair bow, blue bow, blue earrings, silver necklace, idol clothes, white camisole, black corset, white shorts, thigh strap, white boots</li></ul><ul><li>cartethyia (yogoods), official alternate costume, crown of thorns, teardrop earrings, white choker, white dress, wrist scrunchie</li></ul>I just made up names for these. They don't work since there's too little data.If you want to remove or modify parts of her default costume:<ul><li>adapted costume: An alternate costume that is based on a character's default costume or another existing official costume.</li></ul>If you want her to wear something entirely different:<ul><li>alternate costume: A character wearing a costume other than the one they are typically depicted in, typically fanmade/unofficial. These can range from casual or contemporary attire to adaptations of their costume into different forms.</li></ul>Accessory removal:<ul><li>no crown</li><li>no necklace</li><li>no terminal</li></ul>These might help if putting the items in the negative prompt doesn't work.Additional characters:<ul><li>male rover, yellow eyes, black hair, black jacket, black gloves, hand tattoo, black pants, black boots</li></ul><ul><li>female rover, yellow eyes, black hair, black gloves, hand tattoo, thigh boots</li></ul><ul><li>iuno, blue eyes, blue hair, twintails, very long hair, laurel crown, greco-roman clothes, leg wrap, foot tattoo</li></ul><ul><li>phoebe, blue eyes, blonde hair, very long hair, floppy hat, white dress, black gloves, white pantyhose, thigh tattoo, white boots</li></ul>Rover works well. I included some images of Iuno and Phoebe to help determine when training was finished, but they're undertrained.Poorly-trained characters:<ul><li>lupa</li><li>phrolova</li><li>augusta</li><li>cantarella</li><li>galbrena</li><li>zani</li><li>abby</li><li>fenrico</li></ul>These characters are in the dataset but do not have many images. I also didn't bother tagging them in detail.Weapons:<ul><li>defier: White/blue/gold sword with swirling blue energy. Cartethyia's signature weapon.</li><li>bloodpact: Gold/blue sword. Rover's signature weapon.</li><li>haultir: The silver/brass/blue sword used by Rover and Cartethyia.</li><li>tyrvine: The brass/white/black sword used by Rover and Cartethyia.</li><li>greatsword: The long water blade used by Fleurdelys.</li><li>3swords, weapon formation, floating sword: The magic floating swords used by Fleurdelys.</li></ul>Undertrained. Probably the only acceptable weapon is the greatsword.Items:<ul><li>pangu terminal: The gourd-shaped device on Rover's back.</li><li>genesis terminal: The lantern skin for Rover's pangu terminal.</li><li>fleur-de-lis: The pendant on Cartethyia's necklace and the weights on her breast curtains.</li><li>mini crown: Rover's birthday crown.</li><li>puppet, hand puppet: Cartethyia's hand puppet.</li></ul>Locations:<ul><li>central hub</li><li>mindscape: The area inside Rover's mind. Also doubles as the login screen.</li><li>birthday: The scene when you choose a character to wish you a happy birthday.</li><li>ragunna city</li><li>avinoleum</li><li>cathedral of mercury, indoors</li><li>mt. firmament, outdoors</li><li>septimont</li><li>septimont, vale of glory</li><li>septimont, capitoline hill</li><li>sanguis plateaus, hunter's den</li><li>sanguis plateaus, tetragon temple</li><li>journeying paradise</li><li>realm of chaos</li><li>asphodel barrens</li><li>murmurstown</li><li>fabricatorium of the deep</li></ul>I mainly used these tags to absorb any unwanted background information. Try them out and see if they do anything useful.Other tags:<ul><li>cartethyia (hologram): Her appearance when you call her using the terminal.</li><li>thinking pose: Right hand to chin, left arm crossed, right elbow resting on back of left hand.</li><li>glowing tattoo: An active (yellow-colored) tacet mark.</li><li>corrupted gunshot wound, no necklace: The unique wound on Cartethyia's chest when Galbrena shot her.</li><li>red portal: The portal used by the Fractsidus.</li><li>purple portal: The portal used by Leviathan.</li><li>dark tide: Basically just a black/purple body of water.</li></ul>Glowing tattoo seems to work. I don't know about the rest.Overall style and quality:<ul><li>3d: All in-game screenshots and 3d promotional footage are properly tagged as 3d. Use this in the positive or negative prompt to control the style. Or don't use it.</li></ul><ul><li>game cg: 2d art displayed in-game.</li></ul><ul><li>anime coloring: TV anime style. Tends to produce oversaturated colors.</li></ul><ul><li>video artifacts: Video source. Pre-rendered cutscenes and screenshots from promotional videos have noticeable compression artifacts, bloom, and cinematic color grading.</li></ul><ul><li>lowres: Original image area below 1 MP. All video sources are considered lowres regardless of resolution due to their lossy nature.</li></ul><ul><li>highres: Original image area above 1.92 MP.</li></ul><ul><li>absurdres: Original image area above 7.68 MP.</li></ul><ul><li>low quality: Fan art that was not bad enough to exclude from the dataset.</li></ul><ul><li>awa: Highest-quality fan art according to my taste. This is a NoobAI-XL tag typically used as "very awa".</li></ul><ul><li>absurdly detailed composition: Many artists deliberately add unnecessary and excessive details to obscure or distract from the subject. This tag absorbs semantic clutter.</li></ul><ul><li>chromatic aberration: A lens defect commonly abused by artists and video games.</li></ul><ul><li>film grain: An effect commonly abused by artists.</li></ul>

Trigger Words
cartethyia, blue eyes, blonde hair, long hair, forehead tattoo, crown of thorns, teardrop earrings, dress, small breasts, tabard, bracelet, anklet, sandals

fleurdelys, blue eyes, blonde hair, long hair, colored inner hair, aqua hair, single horn, floating earrings, spiked halo, dress, large breasts, armor, blue gloves, anklet

fleurdelys (leviathan), dark persona, corruption, adapted costume, covered eyes, grey hair, long hair, colored inner hair, aqua hair, single horn, head fins, teardrop earrings, spiked halo, pale skin, black veins, dress, large breasts, chest jewel, armor, colored extremities, black hands, anklet

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