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Update README.md

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@@ -33,3 +33,6 @@ model = create_model("resnet18")
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  # loading weights from local file
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  model = create_model("resnet18", weights="path/to/weights.npz")
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  ```
 
 
 
 
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  # loading weights from local file
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  model = create_model("resnet18", weights="path/to/weights.npz")
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  ```
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+
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+ > [!WARNING]
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+ > As of today (2024-03-05) mlx does not support `nn.Conv2d` with `group` or `dilation` greater than 1 (e.g. `resnext`, `regnet`, `efficientnet`).