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@@ -34,11 +34,15 @@ should probably proofread and complete it, then remove this comment. -->
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  > **Note**
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  > This model was trained for only 1 epoch and is shared for testing purposes.
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- This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the GLUE SST2 dataset.
 
 
 
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  It achieves the following results on the evaluation set:
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  - Loss: 0.2181
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  - Accuracy: 0.9255
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  ## Model description
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  More information needed
 
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  > **Note**
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  > This model was trained for only 1 epoch and is shared for testing purposes.
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+ This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the GLUE SST2 dataset.
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+ It was compressed with [NNCF](https://github.com/openvinotoolkit/nncf) following the [Optimum JPQD text-classification
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+ example](https://github.com/huggingface/optimum-intel/tree/main/examples/openvino/text-classification)
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  It achieves the following results on the evaluation set:
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  - Loss: 0.2181
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  - Accuracy: 0.9255
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  ## Model description
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  More information needed