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@@ -64,16 +64,33 @@ library_name: diffusers
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  ---
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  # **Quick start with diffusers**
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- ## Required Packages
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  > [!note]
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- diffusers torch gradio transformers pillow gradio-imageslider huggingface_hub sentencepiece spaces peft torchvision
 
 
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- ## Run Demo
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  ```py
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  import os
@@ -230,4 +247,4 @@ You should use `leaving no visible traces of watermark removal.` to trigger the
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  ## Download model
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- [Download](/prithivMLmods/Kontext-Watermark-Remover/tree/main) them in the Files & versions tab.
 
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  </table>
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+ <table style="width:100%; border-collapse:collapse;">
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+ <tr>
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+ <td style="width:50%; text-align:center; vertical-align:middle;">
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/LIZZDkD74YOhsQswZ_baO.jpeg"
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+ alt="signature-logo" style="width:100%; height:auto;"/>
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+ </td>
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+ <td style="width:50%; text-align:center; vertical-align:middle;">
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/RTa3OxGXI5FrNbtyG75E_.webp"
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+ alt="555555555" style="width:100%; height:auto;"/>
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+ </td>
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+ </tr>
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+ </table>
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+
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  ---
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  # **Quick start with diffusers**
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+ ### **Required Packages**
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  > [!note]
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+ !pip install diffusers torch gradio transformers
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+ !pip install pillow gradio-imageslider huggingface_hub
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+ !pip install sentencepiece spaces peft torchvision accelerate
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+ ## **Run Demo**
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  ```py
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  import os
 
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  ## Download model
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+ [Download](/prithivMLmods/Kontext-Watermark-Remover/tree/main) them in the Files & versions tab.