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--- |
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library_name: transformers |
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tags: [] |
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--- |
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This is a fine-tuned RoBERTa-base model trained to identify whether historical MPs in the British Parliament were empirical scientists or came from a background of empirical science. |
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The training data were drawn from Wikipedia biographies of 19th century MPs. A batch size of 128 was used, and the learning rate was 8e-5. |
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Test-set evals: |
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``` |
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{'eval_loss': 0.28504136204719543, |
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'eval_accuracy': 0.92, |
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'eval_precision': 0.9198241758241759, |
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'eval_recall': 0.92, |
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'eval_f1': 0.9195138888888889, |
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'eval_runtime': 0.425, |
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'eval_samples_per_second': 235.291, |
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'eval_steps_per_second': 2.353, |
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'epoch': 8.0} |
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``` |
