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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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widget: |
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- output: |
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url: images/thumb_d9fab8af-90c3-4704-ad5c-9dfb7fcb4726_modern_room.jpg |
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text: '-' |
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base_model: Osama03/Finetuned_diffusion_interiordesign |
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instance_prompt: null |
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license: creativeml-openrail-m |
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library_name: diffusers |
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--- |
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# AIVID_IM |
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<Gallery /> |
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## Model description |
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--- |
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tags: |
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- lora |
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- stable-diffusion |
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- interior-design |
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- peft |
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model-index: |
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- name: Interior Design LoRA |
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results: [] |
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--- |
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# Interior Design LoRA Weights |
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## Model Description |
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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. |
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## Usage |
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```python |
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from diffusers import StableDiffusionPipeline |
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import torch |
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pipe = StableDiffusionPipeline.from_pretrained( |
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"runwayml/stable-diffusion-v1-5", |
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torch_dtype=torch.float16 |
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) |
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pipe.load_lora_weights("your-username/interior-design-lora-weights") |
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pipe = pipe.to("cuda") |
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prompt = "modern living room interior design" |
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image = pipe(prompt).images[0] |
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image.save("interior_design.png") |
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``` |
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## Training Details |
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- Base model: runwayml/stable-diffusion-v1-5 |
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- Training data: Interior design images |
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- Training steps: [number of steps] |
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- LoRA rank: 4 |
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- LoRA alpha: 4 |
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## Performance |
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This LoRA adapter enhances the base model to generate more stylistically consistent interior design images. |
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## Limitations |
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This model is specialized for interior design and may not perform well on other subjects. |
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## Download model |
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[Download](/athul2832/AIVID_IM/tree/main) them in the Files & versions tab. |
