strangerzonehf/Flux-Xmas-Isometric-Kit-LoRA

Prompt

Xmas Isometric Kit, a 3D rendering of a Christmas tree, adorned with a star on its head, stands atop a light purple platform. The tree is adorned with green stripes and red and white candy canes, and gold balls. Below the tree are six wrapped presents, each with a red bow. The background is a deep blue, dotted with white stars.

Prompt

Xmas Isometric Kit, A 3D rendering of a candy shop is displayed on a light green platform. The shop is adorned with a striped red and white awning and a large candy cane above the door. Outside the shop, a small red sleigh filled with wrapped presents is positioned to the left, while a snowman holding a lollipop stands to the right. The backdrop is a gradient blue sky with falling snowflakes.

Prompt

Xmas Isometric Kit, A 3D rendering of a holiday market stall is set on a circular white platform. The stall has a red roof with hanging garlands and is filled with tiny ornaments and festive goods. In front of the stall, a miniature table with hot cocoa mugs and a small snowman figure create a welcoming winter scene. The backdrop is a night sky with glowing stars.

Prompt

Xmas Isometric Kit, Captured at eye-level on a vibrant blue backdrop, a miniature model of a snow-covered house, adorned with a small Christmas tree, is positioned in the center of the frame. The houses roof is adorned with white snow, adding a touch of warmth to the scene. Adjacent to the house, a small black and white christmas tree is placed in front of the house. The entire house is encircled by a row of small white and green trees, their branches covered in white snow. The trees are arranged in a way that creates a shadow on the right side of the image, adding depth to the composition. The backdrop is a deep blue, with small white stars dotting the sky.

Prompt

Xmas Isometric Kit, a miniature model of a Christmas tree, adorned with a star on its head, stands in front of a fireplace. The tree is adorned with white lights, adding a festive touch to the scene. The scene is set against a backdrop of snow-covered evergreen trees, their branches covered in snow, adding depth to the composition.

Prompt

Xmas Isometric Kit, a 3D rendering of a white globe-shaped object is placed on a vibrant purple backdrop. The globe is adorned with a silver lamp base, adorned with white fluffy balls, adding a touch of warmth to the scene. The lamp base is encircled by a silver metal pole with a yellow light shining from the top. A small green and red gift bag is positioned on the right side of the globe, positioned on a wooden bench. A red leash is attached to the loop of the bench. Three white balls are scattered around the globe-like object on the left side.

Model description for Flux-Xmas-3D-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	14	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-Xmas-Isometric-Kit-LoRA"
trigger_word = "Xmas Isometric Kit"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Xmas Isometric Kit to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.