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license: cc-by-nc-4.0 |
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--- |
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[allenai/tk-instruct-base-def-pos](https://huggingface.co/allenai/tk-instruct-base-def-pos) model fined tuned on custom pyabsa english model from 'ATEPC_MULTILINGUAL_CHECKPOINT' auto annotated hospital reviews [keywords,polarity] dataset. |
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Training Results: |
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Epoch | Training Loss | Validation Loss |
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1 | 0.061900 | 0.047395 |
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2 | 0.038300 | 0.035213 |
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3 | 0.029700 | 0.028486 |
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4 | 0.024900 | 0.028562 |
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Evaluation Results: |
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Train Precision: 0.9682688696958318 |
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Train Recall: 0.9692090837901332 |
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Train F1: 0.968738748610698 |
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Test Precision: 0.965 |
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Test Recall: 0.9620517768129925 |
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Test F1: 0.9635236331427651 |
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UnseenTest Precision: 0.9670502092050209 |
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UnseenTest Recall: 0.9685699319015191 |
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UnseenTest F1: 0.9678094739596965 |
