tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- output:
url: images/thumb_d9fab8af-90c3-4704-ad5c-9dfb7fcb4726_modern_room.jpg
text: '-'
base_model: Osama03/Finetuned_diffusion_interiordesign
instance_prompt: null
license: creativeml-openrail-m
library_name: diffusers
AIVID_IM
- Prompt
- -
Model description
tags: - lora - stable-diffusion - interior-design - peft model-index: - name: Interior Design LoRA results: []
Interior Design LoRA Weights
Model Description
This is a LoRA (Low-Rank Adaptation) model trained for interior design generation. It can be used with Stable Diffusion v1.5 to generate interior design images.
Usage
```python from diffusers import StableDiffusionPipeline import torch
pipe = StableDiffusionPipeline.from_pretrained( "runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16 ) pipe.load_lora_weights("your-username/interior-design-lora-weights") pipe = pipe.to("cuda")
prompt = "modern living room interior design" image = pipe(prompt).images[0] image.save("interior_design.png") ```
Training Details
- Base model: runwayml/stable-diffusion-v1-5
- Training data: Interior design images
- Training steps: [number of steps]
- LoRA rank: 4
- LoRA alpha: 4
Performance
This LoRA adapter enhances the base model to generate more stylistically consistent interior design images.
Limitations
This model is specialized for interior design and may not perform well on other subjects.
Download model
Download them in the Files & versions tab.