Prompt

3D Realism, a medium-angle shot captures a womans face, adorned with a brown fedora hat, a purple scarf, and a blue denim jean jacket. The womans hair is braided, adding a touch of texture to her outfit. The backdrop is a stark white wall, creating a stark contrast to the womans outfit.

Prompt

3D Realism, A medium-built man is sitting on a park bench during sunset, dressed in a red checkered flannel shirt and blue jeans. He is holding a steaming cup of coffee in both hands. His curly black hair is slightly tousled, and a small scar is visible on his left cheek. The background features a glowing orange sky and silhouettes of trees.

Prompt

3D Realism, A medium-sized woman stands on a sandy beach at sunset. She is wearing a long white summer dress and a wide-brimmed straw hat. Her long, wavy blond hair flows freely in the wind. She holds a bouquet of wildflowers in her left hand. The background shows a vibrant sunset over the ocean, with waves gently lapping the shore.

Prompt

3D Realism, a medium-sized man stands against a dark brown backdrop. He is dressed in a black t-shirt, adorned with a black beard and mustache. His hair is short and neatly combed. His eyes are slightly open, as if he is looking into the camera. His arms are adorned with tattoos, adding a pop of color to the scene. The mans expression is neutral, with a slight smile on his face.

Prompt

3D Realism, A close-up shot of a womans face, taken from a low-angle perspective. The womans eyes are a piercing blue, and her hair is a vibrant shade of brown. Her eyebrows are a darker brown, and she is wearing a pair of silver hoop earrings. Her lips are a lighter shade of pink, and the earrings are a dull gold. The background is a stark white, and there is a slight shadow on her face, adding depth to the composition.

Prompt

3D Realism, a medium-sized Asian man, dressed in a blue and black striped sweater, is adorned with a black watch with a silver band. His left hand is raised in the air, adding a pop of color to the scene. His hair is styled in a short, spiky cut, and he is smiling, with a slight smile on his face. The backdrop is a muted yellow, creating a stark contrast to the mans attire.

Model description for Flux-3D-Realism-LoRA

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	13 & 2050
Epoch	10	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 10

Best Dimensions & Inference

Dimensions	Aspect Ratio	Recommendation
1280 x 832	3:2	Best
1024 x 1024	1:1	Default

Inference Range

• Recommended Inference Steps: 30–35

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-3D-Realism-LoRA"
trigger_word = "3D Realism"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use 3D Realism to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.