NastyaKorneeva commited on
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3fa03b5
1 Parent(s): 005f76f

End of training

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README.md CHANGED
@@ -3,6 +3,11 @@ license: apache-2.0
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  base_model: distilbert/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: my_awesome_wnut_model
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  results: []
@@ -14,6 +19,12 @@ should probably proofread and complete it, then remove this comment. -->
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  # my_awesome_wnut_model
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  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
 
 
 
 
 
 
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  ## Model description
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@@ -40,9 +51,17 @@ The following hyperparameters were used during training:
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  - lr_scheduler_type: linear
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  - num_epochs: 2
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  ### Framework versions
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- - Transformers 4.38.2
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  - Pytorch 2.2.1+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
 
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  base_model: distilbert/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: my_awesome_wnut_model
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  results: []
 
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  # my_awesome_wnut_model
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  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2652
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+ - Precision: 0.5528
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+ - Recall: 0.3151
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+ - F1: 0.4014
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+ - Accuracy: 0.9417
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 2
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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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+ | No log | 1.0 | 213 | 0.2726 | 0.5665 | 0.2762 | 0.3713 | 0.9392 |
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+ | No log | 2.0 | 426 | 0.2652 | 0.5528 | 0.3151 | 0.4014 | 0.9417 |
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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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  - Pytorch 2.2.1+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
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