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Update README.md

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@@ -11,4 +11,12 @@ python_version: 3.10.6
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  duplicated_from: DreamSunny/stable-diffusion-webui-cpu
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  duplicated_from: DreamSunny/stable-diffusion-webui-cpu
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  ---
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+ By default, this space is running on CPU, which might be slow and certain features may or may not work at all.
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+ If you want to run it on GPU, you must duplicate this space first, after that,
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+ upgrade your newly duplicated space to run it on a GPU.
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+
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+ Do keep in mind that its default startup settings are geared towards running it on CPU (and CPU upgrade),
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+ so check up with the source code (its the app dot py file) that runs this space to read instructions on how to
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+ change startup settings that are geared towards running it on an upgraded GPU.
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+
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference