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+ ## roberta-base fine-tuned with TextAttack on the ag_news dataset
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+ This `roberta-base` model was fine-tuned for sequence classification using TextAttack
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+ and the ag_news dataset loaded using the `nlp` library. The model was fine-tuned
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+ for 5 epochs with a batch size of 16, a learning
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+ rate of 5e-05, and a maximum sequence length of 128.
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+ Since this was a classification task, the model was trained with a cross-entropy loss function.
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+ The best score the model achieved on this task was 0.9469736842105263, as measured by the
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+ eval set accuracy, found after 4 epochs.
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+ For more information, check out [TextAttack on Github](https://github.com/QData/TextAttack).