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Prompt
Isometric Building: A top-down view of a rustic farmhouse with a green tin roof and red-brick walls. The farm includes a small barn, a chicken coop, and a tractor parked in the field. Rows of crops stretch out behind the farmhouse, and a wooden fence surrounds the property.
Prompt
Isometric Building: A top-down view of a two-story beach house with a large wooden deck overlooking the ocean. The house features a blue roof and white walls, with large glass doors opening to the deck. The deck has lounge chairs, a surfboard, and a barbecue grill. The sandy beach stretches out in the background, with palm trees swaying in the breeze.
Prompt
Isometric Building, a 3-level view of a two-story house, adorned with a black roof and a black balcony. The house is situated on a grassy lawn, with a swimming pool on the right side of the frame. The pool is surrounded by a wooden deck, with chairs and a white umbrella on the deck. A black SUV is parked in front of the house, adding a pop of color to the scene. A fire pit is lit up in the middle of the lawn, creating a warm and inviting ambiance.
Prompt
Isometric Building, a top-down view of a two-story white house with a blue roof is seen against a beige backdrop. The house is adorned with a variety of plants, including a tree, a table, and a bench, adding a touch of greenery to the scene. The staircase leads to the entrance of the house, which is flanked by a brown wooden gate. The ground is covered in grass, with a small patio in the middle of the stairs.
Prompt
Isometric Building, a top-down view of a two-story house with a pool in the foreground. The pool is surrounded by a lush green lawn, with a variety of plants and shrubs, adding a touch of greenery to the scene. The house is adorned with a white bed, a white blanket, and a white umbrella. The balcony of the house casts a shadow on the ground, providing a contrast to the blue sky.
Prompt
Isometric Building, An aerial view of a two story white house with a blue pool in the middle of it. There is a white car parked on the right side of the house. There are two trees on the left side and right side as well as a small white car on the bottom right side.

Model description for Flux-Isometric-Site-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 24 & 2770
Epoch 17 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 18 [ HD ]

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-Isometric-Site-LoRA"
trigger_word = "Isometric Building"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Isometric Building to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

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