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yemen2016
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MeMo_BERT-SA_2

Text Classification
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xlm-roberta
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End of training

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  1. README.md +22 -22
  2. model.safetensors +1 -1
  3. runs/Mar15_13-01-43_460c4293bb46/events.out.tfevents.1710509697.460c4293bb46.1677.12 +3 -0
README.md CHANGED
@@ -14,8 +14,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [MiMe-MeMo/MeMo-BERT-02](https://huggingface.co/MiMe-MeMo/MeMo-BERT-02) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.4358
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- - F1-score: 0.5924
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  ## Model description
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@@ -46,26 +46,26 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1-score |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | No log | 1.0 | 265 | 1.0171 | 0.5029 |
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- | 0.9806 | 2.0 | 530 | 0.9884 | 0.5416 |
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- | 0.9806 | 3.0 | 795 | 1.1255 | 0.5477 |
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- | 0.6405 | 4.0 | 1060 | 1.0771 | 0.5716 |
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- | 0.6405 | 5.0 | 1325 | 1.4358 | 0.5924 |
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- | 0.3872 | 6.0 | 1590 | 2.0203 | 0.5780 |
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- | 0.3872 | 7.0 | 1855 | 2.4784 | 0.5730 |
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- | 0.2014 | 8.0 | 2120 | 2.7627 | 0.5735 |
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- | 0.2014 | 9.0 | 2385 | 3.1488 | 0.5733 |
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- | 0.0888 | 10.0 | 2650 | 3.2253 | 0.5636 |
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- | 0.0888 | 11.0 | 2915 | 3.4722 | 0.5488 |
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- | 0.0563 | 12.0 | 3180 | 3.6568 | 0.5718 |
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- | 0.0563 | 13.0 | 3445 | 3.8553 | 0.5676 |
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- | 0.0188 | 14.0 | 3710 | 3.8721 | 0.5572 |
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- | 0.0188 | 15.0 | 3975 | 3.9256 | 0.5782 |
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- | 0.0021 | 16.0 | 4240 | 3.9991 | 0.5802 |
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- | 0.0032 | 17.0 | 4505 | 4.0370 | 0.5798 |
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- | 0.0032 | 18.0 | 4770 | 4.1400 | 0.5746 |
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- | 0.0012 | 19.0 | 5035 | 4.1422 | 0.5740 |
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- | 0.0012 | 20.0 | 5300 | 4.1453 | 0.5742 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [MiMe-MeMo/MeMo-BERT-02](https://huggingface.co/MiMe-MeMo/MeMo-BERT-02) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.6537
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+ - F1-score: 0.5806
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1-score |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 297 | 0.9994 | 0.4947 |
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+ | 0.9854 | 2.0 | 594 | 1.0281 | 0.5454 |
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+ | 0.9854 | 3.0 | 891 | 1.1639 | 0.5563 |
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+ | 0.6507 | 4.0 | 1188 | 1.6537 | 0.5806 |
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+ | 0.6507 | 5.0 | 1485 | 1.7769 | 0.5688 |
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+ | 0.404 | 6.0 | 1782 | 2.2283 | 0.5678 |
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+ | 0.1759 | 7.0 | 2079 | 2.7271 | 0.5659 |
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+ | 0.1759 | 8.0 | 2376 | 3.2521 | 0.5701 |
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+ | 0.0906 | 9.0 | 2673 | 3.2777 | 0.5655 |
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+ | 0.0906 | 10.0 | 2970 | 3.3451 | 0.5696 |
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+ | 0.0717 | 11.0 | 3267 | 3.7121 | 0.5610 |
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+ | 0.0299 | 12.0 | 3564 | 3.8619 | 0.5420 |
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+ | 0.0299 | 13.0 | 3861 | 3.9670 | 0.5654 |
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+ | 0.02 | 14.0 | 4158 | 4.2349 | 0.5409 |
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+ | 0.02 | 15.0 | 4455 | 4.2491 | 0.5549 |
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+ | 0.0074 | 16.0 | 4752 | 4.4144 | 0.5467 |
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+ | 0.006 | 17.0 | 5049 | 4.3564 | 0.5663 |
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+ | 0.006 | 18.0 | 5346 | 4.5443 | 0.5616 |
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+ | 0.004 | 19.0 | 5643 | 4.5436 | 0.5424 |
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+ | 0.004 | 20.0 | 5940 | 4.5248 | 0.5582 |
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  ### Framework versions
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