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Update README.md

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@@ -35,6 +35,10 @@ It achieves the following results on the evaluation set:
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  - Loss: 0.4515
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  - Accuracy: 0.8941
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  ## Model description
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  More information needed
 
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  - Loss: 0.4515
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  - Accuracy: 0.8941
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+ ## Training Confusion Matrix:
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/662a4417541ddb765551b3cb/tpFu8otrGo2vsMmBfBDEJ.png)
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  ## Model description
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  More information needed