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MeMo_BERT-SA_ScandiBERT

Text Classification
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xlm-roberta
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  1. README.md +22 -22
  2. model.safetensors +1 -1
  3. runs/Mar18_11-32-56_086076f4e303/events.out.tfevents.1710762447.086076f4e303.26852.3 +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/ScandiBERT](https://huggingface.co/vesteinn/ScandiBERT) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2243
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- - F1-score: 0.7419
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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 | 0.9412 | 0.6171 |
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- | 0.9566 | 2.0 | 594 | 0.8714 | 0.6663 |
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- | 0.9566 | 3.0 | 891 | 0.8782 | 0.6326 |
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- | 0.7393 | 4.0 | 1188 | 1.0449 | 0.7003 |
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- | 0.7393 | 5.0 | 1485 | 0.9099 | 0.7046 |
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- | 0.5862 | 6.0 | 1782 | 0.8663 | 0.7145 |
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- | 0.4349 | 7.0 | 2079 | 1.3081 | 0.6875 |
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- | 0.4349 | 8.0 | 2376 | 1.3457 | 0.7119 |
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- | 0.3452 | 9.0 | 2673 | 1.2243 | 0.7419 |
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- | 0.3452 | 10.0 | 2970 | 1.3430 | 0.7227 |
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- | 0.2313 | 11.0 | 3267 | 1.5762 | 0.7273 |
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- | 0.1486 | 12.0 | 3564 | 1.5626 | 0.7295 |
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- | 0.1486 | 13.0 | 3861 | 1.8689 | 0.7113 |
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- | 0.0888 | 14.0 | 4158 | 1.9944 | 0.7161 |
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- | 0.0888 | 15.0 | 4455 | 1.9063 | 0.7115 |
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- | 0.0647 | 16.0 | 4752 | 2.0000 | 0.7283 |
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- | 0.0288 | 17.0 | 5049 | 2.0464 | 0.7278 |
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- | 0.0288 | 18.0 | 5346 | 2.0158 | 0.7319 |
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- | 0.0334 | 19.0 | 5643 | 2.0396 | 0.7324 |
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- | 0.0334 | 20.0 | 5940 | 2.0772 | 0.7245 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [vesteinn/ScandiBERT](https://huggingface.co/vesteinn/ScandiBERT) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 2.1392
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+ - F1-score: 0.7266
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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 | 0.8686 | 0.6373 |
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+ | 0.8175 | 2.0 | 594 | 0.8961 | 0.7140 |
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+ | 0.8175 | 3.0 | 891 | 0.8175 | 0.7237 |
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+ | 0.5748 | 4.0 | 1188 | 1.2192 | 0.7226 |
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+ | 0.5748 | 5.0 | 1485 | 1.1315 | 0.7003 |
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+ | 0.3963 | 6.0 | 1782 | 1.3036 | 0.6791 |
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+ | 0.2579 | 7.0 | 2079 | 1.2430 | 0.7100 |
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+ | 0.2579 | 8.0 | 2376 | 1.7559 | 0.7143 |
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+ | 0.1768 | 9.0 | 2673 | 1.8862 | 0.7070 |
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+ | 0.1768 | 10.0 | 2970 | 1.9733 | 0.7137 |
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+ | 0.1065 | 11.0 | 3267 | 2.2073 | 0.7071 |
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+ | 0.0559 | 12.0 | 3564 | 2.1912 | 0.7184 |
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+ | 0.0559 | 13.0 | 3861 | 2.1392 | 0.7266 |
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+ | 0.0367 | 14.0 | 4158 | 2.3618 | 0.6950 |
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+ | 0.0367 | 15.0 | 4455 | 2.3324 | 0.7223 |
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+ | 0.026 | 16.0 | 4752 | 2.4711 | 0.7108 |
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+ | 0.0041 | 17.0 | 5049 | 2.5320 | 0.7108 |
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+ | 0.0041 | 18.0 | 5346 | 2.6578 | 0.6948 |
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+ | 0.0059 | 19.0 | 5643 | 2.6631 | 0.6991 |
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+ | 0.0059 | 20.0 | 5940 | 2.6313 | 0.7067 |
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  ### Framework versions
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