Model save
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README.md
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---
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language:
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- id
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license: mit
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base_model: indolem/indobert-base-uncased
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tags:
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This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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- Precision: 0.
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- Recall: 0.
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- F1: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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### Framework versions
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---
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license: mit
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base_model: indolem/indobert-base-uncased
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tags:
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This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2793
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- Accuracy: 0.8922
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- Precision: 0.8665
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- Recall: 0.8788
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- F1: 0.8722
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
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| 0.5424 | 1.0 | 122 | 0.4762 | 0.7419 | 0.6837 | 0.6473 | 0.6575 |
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| 0.4345 | 2.0 | 244 | 0.4157 | 0.7895 | 0.7581 | 0.7986 | 0.7674 |
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| 0.3391 | 3.0 | 366 | 0.3388 | 0.8546 | 0.8324 | 0.8071 | 0.8180 |
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| 0.2837 | 4.0 | 488 | 0.3279 | 0.8622 | 0.8342 | 0.8325 | 0.8333 |
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| 0.2761 | 5.0 | 610 | 0.3132 | 0.8647 | 0.8346 | 0.8442 | 0.8391 |
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| 0.2459 | 6.0 | 732 | 0.3033 | 0.8747 | 0.8440 | 0.8688 | 0.8544 |
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| 0.2321 | 7.0 | 854 | 0.2871 | 0.8822 | 0.8530 | 0.8742 | 0.8622 |
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| 0.2206 | 8.0 | 976 | 0.2634 | 0.8822 | 0.8610 | 0.8517 | 0.8561 |
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| 0.2067 | 9.0 | 1098 | 0.2634 | 0.8922 | 0.8694 | 0.8712 | 0.8703 |
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| 0.192 | 10.0 | 1220 | 0.2696 | 0.8922 | 0.8873 | 0.8462 | 0.8631 |
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| 0.1866 | 11.0 | 1342 | 0.2752 | 0.8972 | 0.8691 | 0.8973 | 0.8808 |
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| 0.1786 | 12.0 | 1464 | 0.2652 | 0.8972 | 0.8708 | 0.8898 | 0.8793 |
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| 0.1695 | 13.0 | 1586 | 0.2536 | 0.9073 | 0.8920 | 0.8819 | 0.8867 |
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| 0.1664 | 14.0 | 1708 | 0.2737 | 0.8872 | 0.8587 | 0.8802 | 0.8681 |
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| 0.1521 | 15.0 | 1830 | 0.2620 | 0.9023 | 0.8802 | 0.8858 | 0.8830 |
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| 0.1494 | 16.0 | 1952 | 0.3030 | 0.8922 | 0.8630 | 0.8963 | 0.8761 |
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| 0.1487 | 17.0 | 2074 | 0.2702 | 0.8922 | 0.8650 | 0.8838 | 0.8734 |
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| 0.1494 | 18.0 | 2196 | 0.2763 | 0.8947 | 0.8676 | 0.8880 | 0.8766 |
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| 0.1334 | 19.0 | 2318 | 0.2826 | 0.8922 | 0.8650 | 0.8838 | 0.8734 |
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| 0.1325 | 20.0 | 2440 | 0.2793 | 0.8922 | 0.8665 | 0.8788 | 0.8722 |
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### Framework versions
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runs/Jun03_13-11-00_a358b85c7679/events.out.tfevents.1717420270.a358b85c7679.99454.0
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sentiment-pt/pytorch_adapter.bin
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sentiment/pytorch_model_head.bin
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