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README.md

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+---
+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
+
+---
+# 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.