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End of training

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README.md CHANGED
@@ -3,11 +3,6 @@ license: apache-2.0
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  base_model: distilbert-base-uncased
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  tags:
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  - generated_from_trainer
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- metrics:
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- - precision
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- - recall
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- - f1
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- - accuracy
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  model-index:
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  - name: trainer_2f
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  results: []
@@ -20,11 +15,16 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7623
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- - Precision: 0.8011
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- - Recall: 0.7955
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- - F1: 0.7949
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- - Accuracy: 0.7955
 
 
 
 
 
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  ## Model description
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@@ -51,30 +51,6 @@ The following hyperparameters were used during training:
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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- |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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- | 1.8737 | 0.27 | 30 | 1.6882 | 0.3681 | 0.3669 | 0.3246 | 0.3669 |
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- | 1.4895 | 0.54 | 60 | 1.2905 | 0.6124 | 0.4650 | 0.4154 | 0.4650 |
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- | 1.21 | 0.81 | 90 | 0.9996 | 0.6787 | 0.6779 | 0.6631 | 0.6779 |
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- | 0.8822 | 1.08 | 120 | 0.7850 | 0.7483 | 0.7423 | 0.7338 | 0.7423 |
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- | 0.6126 | 1.35 | 150 | 0.7046 | 0.7708 | 0.7647 | 0.7638 | 0.7647 |
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- | 0.507 | 1.62 | 180 | 0.6944 | 0.7453 | 0.7395 | 0.7374 | 0.7395 |
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- | 0.3995 | 1.89 | 210 | 0.6340 | 0.7906 | 0.7815 | 0.7828 | 0.7815 |
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- | 0.2939 | 2.16 | 240 | 0.6349 | 0.7805 | 0.7759 | 0.7742 | 0.7759 |
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- | 0.2387 | 2.43 | 270 | 0.6617 | 0.7982 | 0.7899 | 0.7891 | 0.7899 |
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- | 0.2309 | 2.7 | 300 | 0.6608 | 0.7991 | 0.7871 | 0.7858 | 0.7871 |
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- | 0.1775 | 2.97 | 330 | 0.6360 | 0.8173 | 0.8095 | 0.8095 | 0.8095 |
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- | 0.1115 | 3.24 | 360 | 0.7238 | 0.7904 | 0.7871 | 0.7863 | 0.7871 |
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- | 0.1048 | 3.51 | 390 | 0.6657 | 0.8103 | 0.8039 | 0.8030 | 0.8039 |
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- | 0.0664 | 3.78 | 420 | 0.7289 | 0.8159 | 0.8095 | 0.8089 | 0.8095 |
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- | 0.0658 | 4.05 | 450 | 0.7678 | 0.8120 | 0.8011 | 0.8012 | 0.8011 |
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- | 0.0259 | 4.32 | 480 | 0.7615 | 0.8198 | 0.8123 | 0.8110 | 0.8123 |
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- | 0.0475 | 4.59 | 510 | 0.7533 | 0.7984 | 0.7927 | 0.7923 | 0.7927 |
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- | 0.0408 | 4.86 | 540 | 0.7645 | 0.7988 | 0.7927 | 0.7920 | 0.7927 |
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-
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-
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  ### Framework versions
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  - Transformers 4.39.3
 
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  base_model: distilbert-base-uncased
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  tags:
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  - generated_from_trainer
 
 
 
 
 
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  model-index:
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  - name: trainer_2f
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  results: []
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - eval_loss: 0.0017
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+ - eval_precision: 1.0
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+ - eval_recall: 1.0
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+ - eval_f1: 1.0
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+ - eval_accuracy: 1.0
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+ - eval_runtime: 132.697
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+ - eval_samples_per_second: 2.69
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+ - eval_steps_per_second: 0.173
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+ - epoch: 3.24
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+ - step: 360
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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  ### Framework versions
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  - Transformers 4.39.3
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