diffusers text-to-image stable-diffusion lora template:sd-lora migrated paper concept miniatures diorama paper art made of paper base_model:black-forest-labs/FLUX.1-dev base_model:adapter:black-forest-labs/FLUX.1-dev license:other region:us
---
base_model: black-forest-labs/FLUX.1-dev
license: other
license_name: bespoke-lora-trained-license
license_link: https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Image&allowDerivatives=True&allowDifferentLicense=False
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
- migrated
- paper
- concept
- miniatures
- diorama
- paper art
- made of paper
instance_prompt: A paper model
widget:
- text: 'A paper model cutout of colorful and quirky letters that spell "Wizard''s
    Paper Model Universe", with characters interacting with it: A mountain climber
    ascending the letters. A ballerina dancer is dancing on the top. An old lady planting
    flowers at the base. The background is a pink and teal confetti explosion'
  output:
    url: 35745216.jpeg
- text: A paper model cutout depicting town crier and janitor devouring a bowl of
    spaghetti in Anchorage. made of paper
  output:
    url: 35746171.jpeg
- text: A paper model cutout of a pirate ship sailing in stormy seas, high waves crashing
    on the side of the ship. Storm clouds in the sky in the background, lightning
    bolts and heavy rain
  output:
    url: 35746612.jpeg
- text: A highly detailed paper model cutout diorama. A group of honeybees buzzing
    around a flower garden, observed by a lurking praying mantis. Intricate paper
    craft peephole box masterpiece.
  output:
    url: 35746279.jpeg
- text: 'A paper model cutout depicting a tivoli stall with a lottery wheel. The sign
    says "THIS LoRA STINKS!" in a bold carnival style font. Wizard Whitebeard is standing
    inside the booth, has a white beard, and is wearing a robe and a wide-brimmed
    hat. Vibrant red, blue and white colors. Amusement park backdrop. '
  output:
    url: 35746482.jpeg
- text: 'A highly detailed paper model cutout diorama depicting Terraforming machines
    altering a planet''s landscape. Intricate paper craft peephole box masterpiece. '
  output:
    url: 35746332.jpeg
- text: ' '
  output:
    url: 35746560.jpeg
- text: A highly detailed paper model depicting a close-up of a woman yelling, cupping
    her hands on the side of her mouth. Her hair A waterfall braid cascading into
    loose waves
  output:
    url: 35746354.jpeg
- text: 'A paper model cutout depicting Glassblower and magician walking away from
    an explosion in Dublin. made of paper '
  output:
    url: 35746520.jpeg
- text: 'A paper model of a Lamborghini Countach LP400 made of cardboard '
  output:
    url: 35746919.jpeg
- text: A paper model cutout depiction of a scene from Notting Hill in London. A bustling
    Portobello Road filled with colorful shops, happy people walking on the streets,
    made of paper
  output:
    url: 35747002.jpeg
- text: 'A paper model cutout depicting tour guide and Athlete planting a tree in
    Leeds. made of paper '
  output:
    url: 35747125.jpeg
- text: 'A highly detailed paper model cutout diorama. Winnie the Pooh Waking up in
    a strange place. A pair of hands clutching a rusted chain, the ground beneath
    cracked and smoldering. Intricate paper craft peephole box masterpiece. '
  output:
    url: 35747214.jpeg
- text: 'A paper model cutout depicting a tivoli stall with a lottery wheel. The sign
    says "THIS LoRA STINKS!" in a bold carnival style font. Wizard Whitebeard is standing
    inside the booth, has a white beard, and is wearing a robe and a wide-brimmed
    hat. Vibrant red, blue and white colors. Amusement park backdrop. '
  output:
    url: 35747392.jpeg
- text: 'A paper model cutout move poster for a rom-com that lacked chemistry: "Gigli",
    starring Ben Affleck and Jennifer Lopez, made of cardboard. Detailed paper craft '
  output:
    url: 35747611.jpeg
- text: A paper model cutout move poster for the mind-bending psychological thriller
    "Memento", starring Guy Pearce and Carrie-Anne Moss, made of cardboard. Detailed
    paper craft
  output:
    url: 35747779.jpeg
- text: A paper model of a mushroom
  output:
    url: 35748061.jpeg
- text: A paper model of a pumpkin
  output:
    url: 35748073.jpeg
- text: ' '
  output:
    url: 35748091.jpeg
- text: ' '
  output:
    url: 35748115.jpeg
---

# Wizard's Paper Model Universe 

<Gallery />





## Model description

<p>A LoRA to make paper miniature models. Great at creating both flat cardboard scenes as well as 3D paper objects. Has a vintage styling, especially for people and scenes, as the training images are mostly consisting of paper models from 1950s or earlier.</p><p><span style="color:rgb(193, 194, 197)">Trigger:</span><code>A paper model</code><br /><span style="color:rgb(193, 194, 197)">Add this for styling/control: </span><br /><code>cutout</code><span style="color:rgb(193, 194, 197)">- flat styling </span><br /><code>diorama/peephole</code><span style="color:rgb(193, 194, 197)"> - a layered / framed peephole scene</span><br /><code>vintage</code><span style="color:rgb(193, 194, 197)"> – retro print look</span><br /><code>flat</code><span style="color:rgb(193, 194, 197)">,</span><code>made of paper/cardboard</code><span style="color:rgb(193, 194, 197)"> – if it insists on plastic figures </span><br /><span style="color:rgb(193, 194, 197)">LoRA strength: </span><code>0.8 - 1.2</code><br /><span style="color:rgb(193, 194, 197)">Sampler: </span><code>DDIM Trailing (Substep in some UIs)</code><span style="color:rgb(193, 194, 197)"> </span></p><p><span style="color:#7950f2">Please share images to the gallery, it makes this old wizard happier than you would think, to see that people are actually using the LoRAs.</span></p><p><span style="color:#7950f2">Love  /Wiz</span></p>

## Trigger words
You should use `A paper model` to trigger the image generation.
    

## Download model

Weights for this model are available in Safetensors format.

[Download](/WizWhite/wizard-s-paper-model-universe/tree/main) them in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('WizWhite/wizard-s-paper-model-universe', weight_name='Wiz-Paper_Model_Universe.safetensors')
image = pipeline('`A paper model`').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)

