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--- |
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tags: |
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- stable-diffusion-xl |
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- stable-diffusion-xl-diffusers |
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- text-to-image |
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- diffusers |
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- lora |
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- template:sd-lora |
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base_model: stabilityai/stable-diffusion-xl-base-1.0 |
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instance_prompt: Tony Assi style |
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license: openrail++ |
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--- |
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# SDXL LoRA DreamBooth - tonyassi/tony-assi-lora-1 |
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by [Tony Assi](https://www.tonyassi.com/) |
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Dreambooth Lora style based on the [Tony Assi](https://www.tonyassi.com/fashion) collection. |
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## Trigger words |
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Use **Tony Assi style** in the prompt to trigger the style. |
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## How to use |
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```bash |
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pip install diffusers accelerate |
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``` |
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```python |
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import torch |
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from diffusers import DiffusionPipeline, AutoencoderKL |
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# Load the pipeline |
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vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16) |
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pipe = DiffusionPipeline.from_pretrained( |
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"stabilityai/stable-diffusion-xl-base-1.0", |
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vae=vae, |
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torch_dtype=torch.float16, |
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variant="fp16", |
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use_safetensors=True |
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) |
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pipe.load_lora_weights("tonyassi/tony-assi-lora-1") |
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pipe.to("cuda") |
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# Generate image |
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prompt = "Tony Assi style, megan fox wearing a gold mesh dress with crystals" |
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image = pipe(prompt=prompt, |
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height=1024, |
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width=1024, |
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num_inference_steps=50, |
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negative_prompt="ugly, deformed face, deformed body").images[0] |
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image |
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``` |
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## Examples |
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**Tony Assi style, hunter schafer wearing a mint green mesh outfit with puffy sleeves, white background** |
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**Tony Assi style, Kendall Jenner wearing a black mesh outfit with puffy black sleeves, white background** |
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**Tony Assi style, eva mendes wearing clear vinyl outfit, white background** |
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**Tony Assi style, Kendall Jenner wearing a black mesh outfit with puffy black sleeves, white background** |
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**Tony Assi style, Angelina Jolie wearing black mesh outfit, white background** |
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**Tony Assi style, Bella Hadid wearing white mesh, white background** |
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**Tony Assi style, hunter schafer wearing a mint green mesh outfit with puffy sleeves, white background** |
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## Model description |
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These are tonyassi/tony-assi-lora-1 LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. |
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The weights were trained using [DreamBooth](https://dreambooth.github.io/). |
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LoRA for the text encoder was enabled: False. |
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Special VAE used for training: madebyollin/sdxl-vae-fp16-fix. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](https://huggingface.co/tonyassi/tony-assi-lora-1/tree/main) them in the Files & versions tab. |
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