---
license: creativeml-openrail-m
tags:
- stable-diffusion
- text-to-image
- floorplan
- architecture
- design
---

# Floorplan Generation Model v3

A fine-tuned Stable Diffusion model specialized in generating architectural floorplans.

## Usage

```python
from diffusers import StableDiffusionPipeline
import torch

pipe = StableDiffusionPipeline.from_pretrained("bavlyyoussef/floorplan-model-v3")
pipe = pipe.to("cuda" if torch.cuda.is_available() else "cpu")

prompt = "modern two-bedroom apartment floorplan with living room and kitchen"
image = pipe(prompt).images[0]
image.save("floorplan.png")
```

## Training Details

- Base Model: Stable Diffusion v2.1
- Training Method: LoRA fine-tuning
- Resolution: 512x512
- Specialization: Architectural floorplans