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scenario-TCR-data-glue-cola-model-bert-base-uncased

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
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  1. README.md +9 -14
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1921
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- - Matthews Correlation: 0.5265
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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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- | No log | 1.0 | 268 | 0.4201 | 0.5268 |
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- | 0.3893 | 2.0 | 536 | 0.4538 | 0.5610 |
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- | 0.3893 | 3.0 | 804 | 0.5905 | 0.5645 |
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- | 0.1579 | 4.0 | 1072 | 1.0290 | 0.5136 |
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- | 0.1579 | 5.0 | 1340 | 0.7217 | 0.5437 |
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- | 0.099 | 6.0 | 1608 | 0.8391 | 0.5484 |
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- | 0.099 | 7.0 | 1876 | 0.9527 | 0.5805 |
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- | 0.0754 | 8.0 | 2144 | 0.8177 | 0.5626 |
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- | 0.0754 | 9.0 | 2412 | 0.9048 | 0.5458 |
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- | 0.0607 | 10.0 | 2680 | 1.1827 | 0.5140 |
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- | 0.0607 | 11.0 | 2948 | 1.2416 | 0.5233 |
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- | 0.0473 | 12.0 | 3216 | 1.1921 | 0.5265 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.9233
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+ - Matthews Correlation: 0.5556
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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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+ | No log | 1.0 | 268 | 0.4170 | 0.5507 |
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+ | 0.3968 | 2.0 | 536 | 0.4077 | 0.5769 |
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+ | 0.3968 | 3.0 | 804 | 0.6058 | 0.5667 |
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+ | 0.1661 | 4.0 | 1072 | 0.8344 | 0.5396 |
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+ | 0.1661 | 5.0 | 1340 | 0.7354 | 0.5402 |
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+ | 0.1119 | 6.0 | 1608 | 0.7466 | 0.5593 |
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+ | 0.1119 | 7.0 | 1876 | 0.9233 | 0.5556 |
 
 
 
 
 
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  ### Framework versions
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