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models/Miniature People - v1.0

Miniature People - v1.0

toasters
|
9/7/2025
|
5:23:02 PM
| Discussion
A closeup of a miniature woman wearing a yellow sundress standing in the palm of a hand, looking slightly upward, with realistic skin details on the hand and soft outdoor lighting.
A miniature Santa Claus figure standing exhausted on a fireplace hearth with a soot-dusted red suit, an overflowing sack of presents beside him, and faint footprints in the ash.

Recommended Parameters

samplers

euler, deis

steps

20

cfg

1

resolution

832x1216, 1664x2432

other models

flux/flux_realism_lora (364d56614d44), flux\comfy-org\flux1-dev-fp8.safetensors (2f3c5caac046), testing/mini-people-5 (a920f7443c53), flux/detailer_captions_flux (7cbec8ae46c0), flux/hyper-detail-illustration (acc37719ec38)

Tips

Use prompts describing the scene, e.g. 'miniature person standing next to a truck tire' rather than just 'miniature person standing next to a truck'.

Mention locations like a kitchen counter for better miniature person results.

Including clothing descriptions is recommended to avoid default plaid results.

The model performs poorly on closeups.

Celebrity names can be used in prompts but results may vary.

Creator Sponsors

Considering the amount of work I put into making this a reality if you would like to buy me a cup of electricity it would really help. https://ko-fi.com/kleebztech

Version 2 is not perfect either and for some prompts version one can still be better. Version 2 may give results sometimes where they look childish. Still testing why and how. Don't usually get that if I use miniature man or miniature woman.

Don't forget to follow to get notifications of updates.

Warning: This LoRA is not perfect, I do plan at least one more version, but after many hours of work and many early versions for testing and creating better datasets I have decided to publish it.

I would love to see anything created so please feel free to post your creations here. Will help me improve on the future versions.

This LoRA is designed to overcome the problem of plastic looking figures when trying to get miniature people. All of the models I have tried over the last 1 1/2 years since I first tried getting images like these I could never get what I wanted. I will warn that this is my first version and is not perfect by far. It can have issues with certain prompts and does require prompting that describes the scene like a miniature person.

For example if you just prompt for "miniature person standing next to a truck" you might get a smaller version of a person but unlikely to get a really small person. But "miniature person standing next to a truck tire" will get a much smaller person. Also mentioning them being on a kitchen counter will most likely get you a miniature person just saying a miniature person next to a counter may not. You can use actual celebrity names for example as well but sometimes does not do as well.

Does not do closeups well so far in my testing. If you do not describe clothing you are very likely to get plaid. It was worse in earlier versions but that still happens.

I will add more info as I learn more. But will suggest checking out some of my prompts used in the example images for ideas.

Considering the amount of work I put into making this a reality if you would like to buy me a cup of electricity it would really help. https://ko-fi.com/kleebztech

If interested in how I created this I did create a video:

I did train it with Flux Gym which I have a tutorial on using.

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Model Details

Model type

LORA

Base model

Flux.1 D

Model version

v1.0

Model hash

fb5818ea42

Trained words

miniature person
miniature man
miniature woman

Creator

toasters's avatar
toasters

Discussion

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Images by Miniature People - v1.0

A closeup of a miniature woman wearing a yellow sundress standing in the palm of a hand, looking slightly upward, with realistic skin details on the hand and soft outdoor lighting.
A miniature Santa Claus figure standing exhausted on a fireplace hearth with a soot-dusted red suit, an overflowing sack of presents beside him, and faint footprints in the ash.

concept Images

Profile portrait of a woman with black hair in a bun wearing a transparent mask helmet against a vibrant orange background, featuring Japanese text and cyber fashion elements.
Portrait of a cyborg girl with pink skin, yellow eyes with black sclera, wearing a steampunk-inspired mechanical outfit with gears, cogs, and a mechanical limb, set against a background featuring an antique clock face.
A mysterious woman with flowing black hair and a dark, lace-adorned dress stands in a field of flowers, bathed in an ethereal glow from a futuristic sunset and surrounded by glowing sparks.

realistic Images

A realistic young woman with long grey hair and purple eyes wearing a black dress and elbow-length black gloves, holding a wine glass filled with red wine, smiling with a pink flower in her hair, set against a background of shelves filled with wine bottles.
A fantasy warrior in heroic armor stands on ornate medieval architecture ledge next to a massive golden dragon under sunset sky with dramatic clouds.
A playful 3D creature with dark blue fur, big eyes, and bright orange ears splashes joyfully in a puddle during rain, sticking out its large floppy tongue with water droplets, illuminated by dramatic rim lighting.
A cyborg soldier with striking red mechanical hand and yellow eyes, wearing a black military uniform, crouching in a blood-splattered prison hallway with an evil smile and long grey tongue sticking out.
A muscular cave-man warrior in tribal armor rides a large rhino-like monster under a bright full moon with backlighting, depicted in a realistic digital painting style.
Full body portrait of a tall girl with space buns hairstyle wearing black lace top with yellow details, black shorts, patterned black tights and ankle boots, standing on a rooftop surrounded by white dust and mysterious dark hooded figures in the background with a maroon gradient backdrop.
Majestic frozen castle with towering spires covered in ice, set in a vast icy landscape with snow-covered terrain and jagged ice formations under a cold blue sky.
A small teddy bear stands on a bed holding a wooden sword, protecting a sleeping boy from large dark shadow creatures with glowing eyes in a dimly lit nighttime room illuminated by a bedside lamp and moonlight.
A dark, towering three-headed harbinger with silver skull masks surrounded by tendrils of dark energy, looming over a burning village with three cloaked figures in foreground.
Photorealistic young woman dressed as a nun in a black nun dress with cleavage, standing in a sunny garden with greenery and flowers.

tiny Images

Jelly Hoshiumi with blue gradient hair and yellow star antennae swings joyfully on a pastel yellow swing suspended in a dreamy sky playground with glowing clouds and soft stars.
Close-up portrait of a petite elf girl with long silver twintails, teal eyes, and delicate facial features, wearing a white capelet with gold trim and red earrings, standing in a forest.
A quiet train carriage with reversed seats, showing a silhouette of a girl drawing on the condensation of a window with faint chalk-like constellations displayed outside.
A cozy yet futuristic scene featuring Tiny, a wide-eyed character with glowing yellow eyes and circuits, surrounded by glowing orange lights and digital elements.
Chibi anthro mouse girl with white fur and orange eyes, wearing a hooded coat and blue scarf, holding a sword ready for battle.
Close-up portrait of a woman with 1940s retro hairstyle and vintage floral dress, captured with cinematic natural lighting and film grain effect.
Black and white photo of a smiling man with long floating hair and a tiny man with a mustache and top hat on his head.
A small chibi man with a top hat and comically large mustache, photographed in black and white with a vintage art deco style.
Anthropomorphic mouse character with large blue eyes and steampunk goggles, wearing a green scarf and black hoodie, sitting at a table reading a book. AI generated image using Stable Diffusion.
A chibi vampire with large red eyes holding a heart, sitting on a human hand under a red moon. AI generated image using Stable Diffusion.