strangerzonehf/Flux-3DXL-Garment-Mannequin

Try on [ 3:1 ] - [ 1280 x 832 ]

Prompt

3DXL Mannequin, a 3D rendering of a mannequin stands on a white pedestal against a dimly lit gray background. The mannequin is dressed in a black leather jacket with silver studs on the shoulders, a plain white t-shirt, and ripped denim jeans. The jacket is open, revealing a necklace with a small circular pendant. The jeans are faded and torn at the knees, with a chain hanging from the right pocket. The mannequins hands rest on its hips, exuding a confident stance.

Prompt

3DXL Mannequin, a mannequin stands in a dramatic pose against a gradient pink and purple backdrop. It is wearing a golden blazer with an intricate floral pattern, paired with slim-fit navy-blue trousers. The blazer has a single button at the front, and the cuffs are rolled up to reveal a white satin lining. The mannequin is also adorned with a red scarf wrapped loosely around its neck and brown leather shoes with pointed tips.

Prompt

3DXL Mannequin, a 3D rendering of a female mannequin wearing a pastel pink trench coat over a cream-colored jumpsuit. The trench coat has double-breasted buttons and a waist belt, tied into a bow on the left side. The jumpsuit is fitted and ends just above the ankle, where the mannequin is wearing white sneakers with blue accents. The backdrop is a soft beige color, complementing the outfits tones.

Prompt

3DXL Mannequin, A 3D rendering of a mannequin wearing a green jacket with a yellow t-shirt and gray pants. The jacket has a zipper on the left side of the jacket. The zipper has a blue design on it. The shirt has a white stripe on the right side of it. There are two pockets on each side of his shirt. The pants have pockets on the sides of them.

Prompt

3DXL Mannequin, a 3D rendering of a mannequin stands against a stark black backdrop. The mannquin is dressed in a brown striped button-down shirt, a blue and white skirt, and white socks. The skirt is adorned with a brown purse strap, adding a touch of style to the outfit. The purse is a light brown color, with a blue belt looped around the waist. The womans head is turned to the left, and her eyes are closed. She has a serious expression on her face.

Prompt

3DXL Mannequin, a 3D rendering of a female mannequin is standing against a dark backdrop. The mann is wearing a light green coat, a purple shirt, and gray pants. The coat has a black belt at the waist, and the pants are tight and tight at the bottom. The pants have a button-up design on the left side of the jacket. The jacket has two pockets on the right side, and one pocket is open at the top. The shirt has a light purple shirt underneath it.

Prompt

3DXL Mannequin, a mannequin stands against a stark black backdrop, adorned with a maroon jacket, a yellow t-shirt, and black pants. The jacket has the words "JUST DO IT" written in bold black letters across the chest. The shirt is a light yellow, and the pants have pockets on the left side of the chest area. The pants have black straps on them, adding a pop of color to the outfit.

Prompt

3DXL Mannequin, a 3D rendering of a mannequin standing under a spotlight in a minimalistic studio. The mannequin is dressed in a silver metallic dress with a high slit on the left side. The dress is sleeveless and has a halter neck design, with shimmering sequins covering the surface. The mannequin is wearing black stiletto heels and holding a small clutch purse in its right hand.

Prompt

3DXL Mannequin, a mannequin is positioned in a walking pose against a bold red background. It is dressed in a gray hoodie with the hood up, a black graphic t-shirt with white text, and cargo pants in olive green. The hoodie has a front pocket and is slightly oversized. The cargo pants feature multiple large pockets, with one unbuttoned and flapping open. The outfit is completed with white sneakers that have neon green laces.

Model description for Garment Mannequin 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	20 & 2100
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 14

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-3DXL-Garment-Mannequin"
trigger_word = "3DXL Mannequin"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use 3DXL Mannequin to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.