______  ______   __       __  __   ______   ______   __  __   ______       __   ______    
/\  == \/\  __ \ /\ \     /\ \_\ \ /\  ___\ /\  == \ /\ \/\ \ /\___  \     /\ \ /\  __ \   
\ \  _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \  __< \ \ \_\ \\/_/  /__    \ \ \\ \ \/\ \  
 \ \_\   \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\    \ \_\\ \_____\ 
  \/_/    \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/     \/_/ \/_____/ 
                                                                                                                                                                                                  

cardboard-art

Prompt

cardboard# art, a medium-sized sculpture of a womans head is positioned against a beige wall. The womans face is adorned with a white face, adorned with black braids, and her lips are painted a vibrant red. Her hair is styled in a bun, adding a touch of texture to her face. She is wearing a red collared button-down shirt with a yellow button-up collar. Her earring is tucked into her right ear. Her left ear is encased in a small yellow barrette. The wall behind her is a light brown, with a few small red dots scattered across it.

Prompt

cardboard# art, a medium-angle view of a paper cutout of a mans face is displayed against a dark gray backdrop. The mans head is adorned with a brown hat, a white beard, and a white mustache. His eyes are open, and his lips are slightly parted, as if he is looking to the left. His hair is cut in a bob, adding a pop of color to the scene. His earrings, a cross, are visible in the bottom right corner of the frame.

Prompt

cardboard# art, a cartoon depiction of a man with a beard and mustache is seen eating a hamburger. The mans face is white, with brown hair, and his eyes are closed. His hands are positioned on either side of the hamburger, and he is wearing a light blue long-sleeved shirt. The hamburger is adorned with a variety of toppings, including hamburgers, cheese, and tomatoes. The background is a pale yellow, and the mans arms are positioned in front of him, adding a pop of color to the composition.

Prompt

cardboard# art, a cardboard cutout of a mans face is displayed against a vibrant green backdrop. The mans head is adorned with a black mustache, a black beard, and a gray short-sleeved t-shirt. His arms are positioned at the bottom of the frame, adding a pop of color to the scene. He is wearing a pair of orange-colored glasses, with a thick rimmed frame.

Prompt

Cardboard# Art: A bust-style cardboard cutout of a man with round glasses and a beanie, displayed in front of a vibrant red backdrop. His face is painted light tan, with a neatly trimmed mustache and beard. He is dressed in a green collared shirt with the top button open. A cardboard notebook and pen are tucked under his left arm.

Prompt

Cardboard# Art: A cardboard cutout of an elderly woman sitting on a park bench, displayed in front of a pale green background. Her hair is styled in a neat bun, painted silver-gray. She is dressed in a purple coat with a red scarf wrapped around her neck. A small cardboard pigeon is perched on her left shoulder, adding a playful touch to the scene.

Model description for cardboard-art

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	26 & 3500
Epoch	22	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 37

Best Dimensions & Inference

Dimensions	Aspect Ratio	Recommendation
1280 x 832	3:1	Compatible
1024 x 1024	1:1	Default

Setting Up

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Flux-Cardboard-Art-LoRA"
trigger_word = "cardboard# art"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Trigger words

You should use cardboard# art to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.