add how to use diffusers section in model card

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by akhaliq HF staff - opened
Files changed (1) hide show
  1. README.md +21 -0
README.md CHANGED
@@ -6,6 +6,27 @@ This is the fine-tuned Stable Diffusion model trained on Paper Cut images.
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  Use **PaperCut** in your prompts.
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  ### Sample images:
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  ![PaperCut.jpg](https://s3.amazonaws.com/moonup/production/uploads/1667910351389-635749860725c2f190a76e88.jpeg)
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  ![PaperCut.jpg](https://s3.amazonaws.com/moonup/production/uploads/1667912285222-635749860725c2f190a76e88.jpeg)
 
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  Use **PaperCut** in your prompts.
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+ ### 🧨 Diffusers
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+
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+ This model can be used just like any other Stable Diffusion model. For more information,
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+ please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion).
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+
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+ You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX]().
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+
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+ ```python
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+ from diffusers import StableDiffusionPipeline
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+ import torch
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+
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+ model_id = "Fictiverse/Stable_Diffusion_PaperCut_Model"
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+ pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
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+ pipe = pipe.to("cuda")
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+
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+ prompt = "PaperCut R2-D2"
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+ image = pipe(prompt).images[0]
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+
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+ image.save("./R2-D2.png")
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+ ```
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+
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  ### Sample images:
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  ![PaperCut.jpg](https://s3.amazonaws.com/moonup/production/uploads/1667910351389-635749860725c2f190a76e88.jpeg)
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  ![PaperCut.jpg](https://s3.amazonaws.com/moonup/production/uploads/1667912285222-635749860725c2f190a76e88.jpeg)