Instructions to use EliseCAO1/Domers_of_Philadelphia_Housings with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use EliseCAO1/Domers_of_Philadelphia_Housings with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ostris/Flex.2-preview", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("EliseCAO1/Domers_of_Philadelphia_Housings") prompt = "-" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Dormers Philly

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Model description
The model uses curated lists of descriptive elements such as: Style (e.g., Victorian, Sci-fi, Futurist),Shape (e.g., polygonal, arched), Size & Color, Material (e.g., fiber cement, transparent graphene), Position on the building, Detailing (e.g., kinetic fins, ornamental brackets), Context (e.g., Philadelphia street, rewilded Earth colony) to generate architectural dormers on the exterior facade
Trigger words
You should use dormer to trigger the image generation.
You should use facade to trigger the image generation.
You should use single housing to trigger the image generation.
Download model
Download them in the Files & versions tab.
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Model tree for EliseCAO1/Domers_of_Philadelphia_Housings
Base model
ostris/Flex.2-preview