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MiniMax H3 is live: open-weights video, generate now

i know some models already have a good glass sculpture support, but many others, just don't, this is why i'm making this.use: a glasssculpture of [], transparent, translucent, reflections, [style, etc]if you are getting weird close ups, try using model at 0.6.tested on DreamShaper and Grapefruit modelsConsider donating pls

OverviewThis model specializes in generating glass sculpture–style artworks. It can render a wide variety of figurines, busts, torsos, animals, and pop-culture characters with translucent, reflective, and refractive effects typical of glass, crystal, or liuli artworks.The outputs are highly versatile: from abstract Murano-style pieces to decorative collectibles such as Hello Kitty or Baby Yoda figurines, or even large exhibition pieces like cars or Buddha heads.Prompting Tips<ul><li>Always include the keyword “Glass Sculpture” at the start or somewhere in your prompt.</li><li>Add style identifiers such as:<ul><li>Mrno → for Murano/abstract torso, busts, artistic human forms.</li><li>srvsk → for figurines, collectibles, and pop-culture characters.</li></ul></li><li>Use descriptors for translucency, reflections, and refractions:<ul><li>“translucent clear body, smooth polished surface, reflective highlights, prismatic light dispersion, refractive distortions.”</li></ul></li><li>For figurines or collectibles, mention pose + accessories:<ul><li>“crystal fairy figurine, translucent wings, prismatic dispersion, skirt, dancing pose.”</li></ul></li><li>For abstract art, emphasize shape + internal textures:<ul><li>“abstract female torso, embedded multicolor swirls, organic flowing shapes.”</li></ul></li><li>To simulate exhibition or realism, add background context:<ul><li>“photographed in a modern gallery with spotlights”</li><li>“placed on polished black base against neutral background.”</li></ul></li></ul>Example Prompts<ul><li>Glass Sculpture, Mrno, abstract female torso, translucent clear body, smooth polished surface, embedded multicolor swirls, reflective highlights, mounted on black base.</li><li>Glass Sculpture, srvsk, Hello Kitty figurine, translucent clear body, red crystal bow, prismatic light dispersion, smooth cut surfaces, decorative collectible piece.</li><li>Glass Sculpture, realistic translucent human face, calm closed eyes, semi-transparent texture, reflective highlights, delicate facial details, figurative bust.</li><li>Glass Sculpture, srvsk, crystal giraffe figurines, translucent amber-toned bodies, elongated necks, smooth polished surfaces, animal collectible design, standing on glass base.</li><li>Glass Sculpture, transparent full-scale car model, visible engine components, reflective highlights, refractive distortions, exhibition display piece.</li></ul>Recommended Negative Prompts<ul><li>Avoid non-glass materials: “wood, metal, plastic, clay, fabric.”</li><li>Avoid unwanted styles: “painting, drawing, sketch, 2D cartoon.”</li></ul>

Flux 1D

same as prev versions, still very untested

SDXL VERSION

fixed artifacts issues, now you can even force model up to 1.5 without any cuts or weird things on the final generation.this took 8 attempts, 4100 steps and 41 imgs to make

v2.0 completely redone dataset

some weird close ups and dall-e watermarks to fix

v0.5 Some Dall-e watermarks to remove

Glass Sculptures

physical violence

weapon violence

wide hips

revealing clothes

downblouse

convenient censoring

pg-13

corpses

suggestive

oral invitation

pg13

sexy

huge breasts

thick thighs

sexual situations

male nudity

disturbing

male swimwear or underwear

female swimwear or underwear

partial nudity

undressed

female nudity

breasts out

exposed female nipple

breast out

male underwear

hair over breasts

female swimwear

gigantic breasts

no panties

graphic violence or gore

covered nipples

huge butt

strapless leotard

sitting on face

emaciated bodies

one breast out

female underwear

nude

nsfw

lingerie

graphic male nudity

adult toys

illustrated explicit nudity

nudity

graphic female nudity

hentai

futanari

porn

sexual intent

genitals

peeing

vore

oral

sexual activity

anal

blowjob

dildo riding

incest

hanging

hate symbols

nazi party

white supremacy

diapers

scat

self injury

hate speech

urine

extremist

child on child

latex clothing

swimwear

bukkake

fellatio

cumshot

implied fellatio

eat_cum

cumdrip

cum in pussy

cum on face

after fellatio

cum on hair

cum on body

cum on tongue

cum on hands

cum in mouth

triple fellatio

autofellatio

fucked silly

cum on pussy