A miniature woman wearing a yellow sundress standing on the palm of a large hand, looking up at the camera in a close-up shot.
A close-up of a miniature 2-inch tall Santa Claus standing exhausted on a brick hearth with his hands on his knees, wearing a soot-dusted red suit, next to a sack of presents, inside a dark fireplace.

Recommended Parameters

samplers

deis, euler

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 detailed scene descriptions such as 'miniature person standing next to a truck tire' for better scaling effects.

Simply saying 'miniature person next to a counter' is less effective than mentioning they are 'on a kitchen counter'.

Does not do closeups well currently; descriptions of clothing help avoid default plaid patterns.

You can experiment with celebrity names in prompts, though results may vary.

Check example prompts provided by the author for ideas.

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

Discussion

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Images by Miniature People - v1.0

A miniature woman wearing a yellow sundress standing on the palm of a large hand, looking up at the camera in a close-up shot.
A close-up of a miniature 2-inch tall Santa Claus standing exhausted on a brick hearth with his hands on his knees, wearing a soot-dusted red suit, next to a sack of presents, inside a dark fireplace.

concept Images

Side profile of a girl with a hair bun wearing a transparent glass helmet against an orange background with delicate Japanese text above.
Portrait of a pink-skinned cyborg girl with yellow eyes and black sclera, featuring steampunk elements, mechanical limbs, an antique clock background, and a mechanical heart.
Ethereal woman with long flowing hair in a dark lace dress standing amid glowing fireflies at sunset above clouds with a glowing orb and streak of blue light in the background.

realistic Images

Clear turquoise lagoon in Bora Bora with overwater bungalows, palm trees casting shadows on coral reef under blue sky with white clouds.
A barren landscape featuring cracked hexagonal volcanic terrain glowing with molten lava, lined with leafless trees under a dark and eerie sky.
Dystopian science fiction scene featuring a large tree-like building with a glowing shield dome, surrounded by overgrown ruins, a bridge, grey fog, and a waterway.
Portrait of a tattooed woman with long black hair and blue eyes, sitting against a red and white Japanese-style background, holding a katana and displaying intricate floral tattoos on her arms.
A detailed kestrel perched on a branch with an overcast sky and misty mountain rainforest background enhanced with god rays and chiaroscuro lighting.
Realistic grey shrike perched on a branch with glowing iridescent feathers under low-key lighting and chiaroscuro effects
Astronaut wearing a white spacesuit sitting on a black park bench, reading a book surrounded by lush green foliage and trees in warm sunlight.
Digital painting of a Border Collie with dark brown and black fur, white face, and piercing blue eyes grinning with head tilted back against a dark brown background.
A close-up impressionist style oil painting of a sultry woman with a modern bob haircut, pale skin, and wearing a metallic satin maroon sleeveless dress with a black wide belt, illuminated by warm chiaroscuro lighting against a dark textured background.
A close-up portrait of a young woman with realistic silver hair, striking blue eyes, and lustrous skin illuminated by sidelighting, wearing a gold accessory and white flowers in her hair.

tiny Images

Portrait of a young elf girl with white twin-tail hair and striking turquoise eyes, wearing a white and gold cloak, standing outdoors in a forest setting with soft cinematic lighting.
A quiet train carriage shows reversed seats facing windows with glowing constellation chalk lines. A silhouetted girl draws shapes on a misted window, bathed in muted plum and icy gray tones.
A small figure named Tiny with big glowing eyes and a dark coat illuminated by a bright orange circular circuit on their chest, surrounded by multiple glowing orbs against a futuristic blue background.
Chibi anthro mouse girl with white fur and orange eyes wearing a hooded coat, blue scarf, holding a sword in battle pose with thick black lineart.
Portrait of a 40s jazz singer woman with vintage hairstyle wearing retro patterned dress against a white background, with soft natural lighting
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.
Two women, one in a grey top and the other in a white top, hugging and smiling in a classroom. Both are wearing fitted denim jeans. 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.