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yemen2016
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MeMo_BERT-SA_DanskBERT

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_14-17-55_460c4293bb46/events.out.tfevents.1710514439.460c4293bb46.1677.17 +3 -0
README.md CHANGED
@@ -15,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [vesteinn/DanskBERT](https://huggingface.co/vesteinn/DanskBERT) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 2.1703
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- - F1-score: 0.7724
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  ## Model description
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@@ -47,26 +47,26 @@ 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 | 297 | 0.6759 | 0.7155 |
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- | 0.6468 | 2.0 | 594 | 1.2492 | 0.6745 |
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- | 0.6468 | 3.0 | 891 | 1.2268 | 0.7040 |
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- | 0.3433 | 4.0 | 1188 | 1.2735 | 0.7694 |
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- | 0.3433 | 5.0 | 1485 | 1.5214 | 0.7112 |
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- | 0.1732 | 6.0 | 1782 | 1.9239 | 0.7325 |
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- | 0.0436 | 7.0 | 2079 | 1.7480 | 0.7567 |
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- | 0.0436 | 8.0 | 2376 | 2.1543 | 0.7439 |
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- | 0.0191 | 9.0 | 2673 | 2.1873 | 0.7528 |
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- | 0.0191 | 10.0 | 2970 | 2.1828 | 0.7528 |
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- | 0.0168 | 11.0 | 3267 | 2.2822 | 0.7482 |
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- | 0.0117 | 12.0 | 3564 | 2.2565 | 0.7456 |
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- | 0.0117 | 13.0 | 3861 | 2.1703 | 0.7724 |
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- | 0.0085 | 14.0 | 4158 | 2.4034 | 0.7404 |
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- | 0.0085 | 15.0 | 4455 | 2.3810 | 0.7374 |
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- | 0.0043 | 16.0 | 4752 | 2.2340 | 0.7510 |
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- | 0.0087 | 17.0 | 5049 | 2.2798 | 0.7712 |
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- | 0.0087 | 18.0 | 5346 | 2.2541 | 0.7683 |
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- | 0.0026 | 19.0 | 5643 | 2.3661 | 0.7563 |
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- | 0.0026 | 20.0 | 5940 | 2.3710 | 0.7563 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [vesteinn/DanskBERT](https://huggingface.co/vesteinn/DanskBERT) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.0740
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+ - F1-score: 0.7498
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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 | 0.6212 | 0.7242 |
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+ | 0.6865 | 2.0 | 594 | 0.8063 | 0.7421 |
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+ | 0.6865 | 3.0 | 891 | 0.8167 | 0.7366 |
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+ | 0.4433 | 4.0 | 1188 | 1.3513 | 0.7479 |
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+ | 0.4433 | 5.0 | 1485 | 1.0740 | 0.7498 |
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+ | 0.2387 | 6.0 | 1782 | 1.6338 | 0.7128 |
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+ | 0.0864 | 7.0 | 2079 | 1.7501 | 0.7032 |
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+ | 0.0864 | 8.0 | 2376 | 2.1446 | 0.7137 |
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+ | 0.0505 | 9.0 | 2673 | 2.2850 | 0.7117 |
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+ | 0.0505 | 10.0 | 2970 | 2.2474 | 0.7430 |
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+ | 0.0183 | 11.0 | 3267 | 2.2403 | 0.7315 |
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+ | 0.023 | 12.0 | 3564 | 2.2304 | 0.7274 |
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+ | 0.023 | 13.0 | 3861 | 2.3297 | 0.7304 |
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+ | 0.0227 | 14.0 | 4158 | 2.3744 | 0.7338 |
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+ | 0.0227 | 15.0 | 4455 | 2.3618 | 0.7383 |
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+ | 0.0113 | 16.0 | 4752 | 2.2777 | 0.7457 |
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+ | 0.0058 | 17.0 | 5049 | 2.3752 | 0.7440 |
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+ | 0.0058 | 18.0 | 5346 | 2.4774 | 0.7406 |
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+ | 0.0019 | 19.0 | 5643 | 2.3590 | 0.7451 |
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+ | 0.0019 | 20.0 | 5940 | 2.3930 | 0.7477 |
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  ### Framework versions
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