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Add diffusers example

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@@ -15,6 +15,13 @@ please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffuse
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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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  ```python
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  #!pip install diffusers transformers scipy torch
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  from diffusers import StableDiffusionPipeline
 
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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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+ ### 🧨 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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  #!pip install diffusers transformers scipy torch
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  from diffusers import StableDiffusionPipeline