README.md

---
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

<Gallery />

## 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

&#x60;&#x60;&#x60;python
from diffusers import StableDiffusionPipeline
import torch

pipe &#x3D; StableDiffusionPipeline.from_pretrained(
    &quot;runwayml&#x2F;stable-diffusion-v1-5&quot;, 
    torch_dtype&#x3D;torch.float16
)
pipe.load_lora_weights(&quot;your-username&#x2F;interior-design-lora-weights&quot;)
pipe &#x3D; pipe.to(&quot;cuda&quot;)

prompt &#x3D; &quot;modern living room interior design&quot;
image &#x3D; pipe(prompt).images[0]
image.save(&quot;interior_design.png&quot;)
&#x60;&#x60;&#x60;

## Training Details

- Base model: runwayml&#x2F;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](/athul2832/AIVID_IM/tree/main) them in the Files & versions tab.