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dtorber
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bert-base-cased

Text Classification
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Safetensors
bert
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  1. README.md +15 -15
  2. model.safetensors +1 -1
  3. runs/Apr22_16-54-09_tardis/events.out.tfevents.1713797899.tardis.96831.1 +3 -0
README.md CHANGED
@@ -15,10 +15,10 @@ 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-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0696
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- - Icm: 0.2500
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- - Icmnorm: 0.6270
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- - Fmeasure: 0.7527
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  ## Model description
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@@ -49,17 +49,17 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Icm | Icmnorm | Fmeasure |
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- |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
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- | No log | 1.0 | 193 | 0.5532 | 0.0296 | 0.5150 | 0.6799 |
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- | No log | 2.0 | 386 | 0.5675 | 0.0351 | 0.5178 | 0.6717 |
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- | 0.5622 | 3.0 | 579 | 0.6747 | 0.0529 | 0.5269 | 0.6855 |
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- | 0.5622 | 4.0 | 772 | 1.0832 | 0.0550 | 0.5280 | 0.6862 |
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- | 0.5622 | 5.0 | 965 | 1.0696 | 0.2500 | 0.6270 | 0.7527 |
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- | 0.245 | 6.0 | 1158 | 1.2607 | 0.1418 | 0.5721 | 0.7156 |
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- | 0.245 | 7.0 | 1351 | 1.4368 | 0.1713 | 0.5870 | 0.7273 |
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- | 0.1099 | 8.0 | 1544 | 1.6234 | 0.1002 | 0.5509 | 0.7029 |
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- | 0.1099 | 9.0 | 1737 | 1.6115 | 0.1480 | 0.5752 | 0.7194 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5592
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+ - Icm: 0.2048
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+ - Icmnorm: 0.6041
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+ - Fmeasure: 0.7384
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  ## Model description
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Icm | Icmnorm | Fmeasure |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:--------:|
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+ | No log | 1.0 | 193 | 0.6771 | -0.4059 | 0.2938 | 0.3647 |
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+ | No log | 2.0 | 386 | 0.5592 | 0.2048 | 0.6041 | 0.7384 |
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+ | 0.6383 | 3.0 | 579 | 0.6817 | 0.0056 | 0.5029 | 0.6528 |
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+ | 0.6383 | 4.0 | 772 | 0.9275 | 0.0682 | 0.5346 | 0.6930 |
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+ | 0.6383 | 5.0 | 965 | 1.2816 | 0.0941 | 0.5478 | 0.7006 |
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+ | 0.2911 | 6.0 | 1158 | 1.5997 | 0.0966 | 0.5491 | 0.7019 |
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+ | 0.2911 | 7.0 | 1351 | 1.7246 | 0.1418 | 0.5721 | 0.7156 |
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+ | 0.0684 | 8.0 | 1544 | 1.8094 | 0.0941 | 0.5478 | 0.7006 |
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+ | 0.0684 | 9.0 | 1737 | 1.8583 | 0.0941 | 0.5478 | 0.7006 |
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  ### Framework versions
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runs/Apr22_16-54-09_tardis/events.out.tfevents.1713797899.tardis.96831.1 ADDED
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