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MSParkDev
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ConcSeqBERT-UCIRetail

Text Classification
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bert
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  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/May16_07-12-26_0551480a1390/events.out.tfevents.1715845234.0551480a1390.35886.1 +3 -0
README.md CHANGED
@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5015
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- - Accuracy: 0.7776
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- - F1: 0.7775
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  ## Model description
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@@ -51,16 +51,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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- | No log | 1.0 | 456 | 0.6293 | 0.6087 | 0.5712 |
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- | 0.6621 | 2.0 | 912 | 0.6220 | 0.7628 | 0.7627 |
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- | 0.5284 | 3.0 | 1368 | 0.5015 | 0.7776 | 0.7775 |
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- | 0.4443 | 4.0 | 1824 | 0.5295 | 0.7751 | 0.7720 |
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- | 0.4282 | 5.0 | 2280 | 0.5896 | 0.7924 | 0.7902 |
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- | 0.3755 | 6.0 | 2736 | 0.7384 | 0.7916 | 0.7914 |
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- | 0.3186 | 7.0 | 3192 | 0.8773 | 0.7883 | 0.7876 |
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- | 0.2568 | 8.0 | 3648 | 0.8255 | 0.7891 | 0.7891 |
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- | 0.2373 | 9.0 | 4104 | 0.9967 | 0.7817 | 0.7817 |
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- | 0.2028 | 10.0 | 4560 | 1.0112 | 0.7834 | 0.7834 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.4775
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+ - Accuracy: 0.7661
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+ - F1: 0.7655
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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+ | No log | 1.0 | 456 | 0.6868 | 0.5181 | 0.3737 |
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+ | 0.6882 | 2.0 | 912 | 0.6929 | 0.5404 | 0.4805 |
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+ | 0.6472 | 3.0 | 1368 | 0.6147 | 0.7068 | 0.7065 |
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+ | 0.6152 | 4.0 | 1824 | 0.4775 | 0.7661 | 0.7655 |
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+ | 0.4984 | 5.0 | 2280 | 0.5031 | 0.7751 | 0.7720 |
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+ | 0.4517 | 6.0 | 2736 | 0.5381 | 0.7743 | 0.7741 |
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+ | 0.3848 | 7.0 | 3192 | 0.6498 | 0.7900 | 0.7882 |
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+ | 0.3571 | 8.0 | 3648 | 0.6793 | 0.7801 | 0.7801 |
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+ | 0.3343 | 9.0 | 4104 | 0.8301 | 0.7825 | 0.7825 |
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+ | 0.3137 | 10.0 | 4560 | 0.9152 | 0.7850 | 0.7850 |
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  ### Framework versions
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runs/May16_07-12-26_0551480a1390/events.out.tfevents.1715845234.0551480a1390.35886.1 ADDED
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