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distilbert-base-uncased-finetuned-cola

Text Classification
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distilbert
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add model

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Files changed (6) hide show
  1. README.md +8 -8
  2. pytorch_model.bin +1 -1
  3. runs/Aug05_08-31-36_133e1b6c51bd/1628152320.5905273/events.out.tfevents.1628152320.133e1b6c51bd.61.1 +3 -0
  4. runs/Aug05_08-31-36_133e1b6c51bd/events.out.tfevents.1628152320.133e1b6c51bd.61.0 +3 -0
  5. runs/Aug05_08-31-36_133e1b6c51bd/events.out.tfevents.1628152493.133e1b6c51bd.61.2 +3 -0
  6. training_args.bin +1 -1
README.md CHANGED
@@ -19,7 +19,7 @@ model_index:
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  metric:
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  name: Matthews Correlation
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  type: matthews_correlation
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- value: 0.5402881620449809
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -29,8 +29,8 @@ 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 glue dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2667
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- - Matthews Correlation: 0.5403
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  ## Model description
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@@ -61,11 +61,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
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  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
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- | 0.1402 | 1.0 | 535 | 0.9965 | 0.5052 |
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- | 0.09 | 2.0 | 1070 | 1.0804 | 0.5078 |
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- | 0.068 | 3.0 | 1605 | 1.1496 | 0.5199 |
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- | 0.0512 | 4.0 | 2140 | 1.1870 | 0.5559 |
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- | 0.037 | 5.0 | 2675 | 1.2667 | 0.5403 |
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  ### Framework versions
 
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  metric:
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  name: Matthews Correlation
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  type: matthews_correlation
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+ value: 0.5225783911538823
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the glue dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.8875
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+ - Matthews Correlation: 0.5226
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
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  |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
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+ | 0.5226 | 1.0 | 535 | 0.5357 | 0.4003 |
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+ | 0.3436 | 2.0 | 1070 | 0.5401 | 0.4965 |
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+ | 0.2288 | 3.0 | 1605 | 0.6185 | 0.5156 |
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+ | 0.1663 | 4.0 | 2140 | 0.7728 | 0.5116 |
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+ | 0.1233 | 5.0 | 2675 | 0.8875 | 0.5226 |
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  ### Framework versions
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