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yemen2016
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MeMo_BERT-SA_1

Text Classification
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bert
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  1. README.md +22 -22
  2. model.safetensors +1 -1
  3. runs/Mar15_11-47-14_460c4293bb46/events.out.tfevents.1710504962.460c4293bb46.1677.10 +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-01](https://huggingface.co/MiMe-MeMo/MeMo-BERT-01) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.7236
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- - F1-score: 0.5887
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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 | 1.0173 | 0.4110 |
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- | 0.9885 | 2.0 | 530 | 0.9694 | 0.5053 |
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- | 0.9885 | 3.0 | 795 | 1.1486 | 0.4695 |
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- | 0.7354 | 4.0 | 1060 | 1.1729 | 0.5363 |
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- | 0.7354 | 5.0 | 1325 | 1.2851 | 0.5822 |
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- | 0.4299 | 6.0 | 1590 | 1.7236 | 0.5887 |
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- | 0.4299 | 7.0 | 1855 | 2.3852 | 0.5426 |
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- | 0.2854 | 8.0 | 2120 | 2.7498 | 0.5503 |
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- | 0.2854 | 9.0 | 2385 | 3.1832 | 0.5475 |
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- | 0.1251 | 10.0 | 2650 | 3.3652 | 0.5563 |
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- | 0.1251 | 11.0 | 2915 | 3.4598 | 0.5594 |
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- | 0.0711 | 12.0 | 3180 | 3.5185 | 0.5499 |
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- | 0.0711 | 13.0 | 3445 | 3.5487 | 0.5578 |
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- | 0.0328 | 14.0 | 3710 | 3.8292 | 0.5437 |
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- | 0.0328 | 15.0 | 3975 | 3.8419 | 0.5517 |
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- | 0.013 | 16.0 | 4240 | 3.9292 | 0.5496 |
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- | 0.0089 | 17.0 | 4505 | 3.9444 | 0.5684 |
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- | 0.0089 | 18.0 | 4770 | 4.0013 | 0.5659 |
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- | 0.0025 | 19.0 | 5035 | 4.0913 | 0.5675 |
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- | 0.0025 | 20.0 | 5300 | 4.0899 | 0.5653 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [MiMe-MeMo/MeMo-BERT-01](https://huggingface.co/MiMe-MeMo/MeMo-BERT-01) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.1432
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+ - F1-score: 0.5216
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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 | 1.0214 | 0.4174 |
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+ | 1.0021 | 2.0 | 594 | 1.0031 | 0.4947 |
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+ | 1.0021 | 3.0 | 891 | 1.1432 | 0.5216 |
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+ | 0.7732 | 4.0 | 1188 | 1.5043 | 0.4980 |
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+ | 0.7732 | 5.0 | 1485 | 2.0586 | 0.4878 |
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+ | 0.5308 | 6.0 | 1782 | 1.9069 | 0.4611 |
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+ | 0.4125 | 7.0 | 2079 | 2.4514 | 0.4807 |
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+ | 0.4125 | 8.0 | 2376 | 2.7144 | 0.4941 |
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+ | 0.2539 | 9.0 | 2673 | 2.7355 | 0.5074 |
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+ | 0.2539 | 10.0 | 2970 | 3.4404 | 0.5034 |
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+ | 0.1538 | 11.0 | 3267 | 3.6571 | 0.4976 |
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+ | 0.107 | 12.0 | 3564 | 3.8279 | 0.4992 |
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+ | 0.107 | 13.0 | 3861 | 3.8366 | 0.4825 |
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+ | 0.0402 | 14.0 | 4158 | 4.1133 | 0.4942 |
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+ | 0.0402 | 15.0 | 4455 | 4.2386 | 0.4851 |
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+ | 0.0434 | 16.0 | 4752 | 4.4226 | 0.4938 |
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+ | 0.0127 | 17.0 | 5049 | 4.5016 | 0.5051 |
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+ | 0.0127 | 18.0 | 5346 | 4.5485 | 0.5000 |
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+ | 0.0064 | 19.0 | 5643 | 4.6323 | 0.4810 |
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+ | 0.0064 | 20.0 | 5940 | 4.6424 | 0.4885 |
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  ### Framework versions
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