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End of training

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  1. README.md +12 -12
  2. config.json +1 -1
  3. model.safetensors +1 -1
  4. training_args.bin +2 -2
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2904
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- - Accuracy: 0.876
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- - Precision: 0.869
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- - Recall: 0.889
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- - F1: 0.879
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  ## Model description
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@@ -55,15 +55,15 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:-----:|
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- | 0.2521 | 1.0 | 686 | 0.2426 | 0.899 | 0.891 | 0.899 | 0.895 |
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- | 0.396 | 2.0 | 1372 | 0.2476 | 0.896 | 0.868 | 0.922 | 0.894 |
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- | 0.2904 | 3.0 | 2058 | 0.2532 | 0.891 | 0.916 | 0.851 | 0.882 |
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- | 0.2323 | 4.0 | 2744 | 0.2441 | 0.899 | 0.903 | 0.884 | 0.894 |
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  ### Framework versions
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- - Transformers 4.41.2
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- - Pytorch 2.3.1+cu121
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- - Datasets 2.20.0
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  - Tokenizers 0.19.1
 
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  This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2926
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+ - Accuracy: 0.879
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+ - Precision: 0.866
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+ - Recall: 0.899
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+ - F1: 0.882
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:-----:|
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+ | 0.205 | 1.0 | 686 | 0.2434 | 0.9 | 0.882 | 0.913 | 0.897 |
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+ | 0.3799 | 2.0 | 1372 | 0.2525 | 0.895 | 0.867 | 0.922 | 0.894 |
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+ | 0.3218 | 3.0 | 2058 | 0.2512 | 0.898 | 0.912 | 0.87 | 0.891 |
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+ | 0.2818 | 4.0 | 2744 | 0.2460 | 0.903 | 0.898 | 0.899 | 0.899 |
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  ### Framework versions
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+ - Transformers 4.40.1
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+ - Pytorch 2.5.1+cu118
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+ - Datasets 2.19.1
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  - Tokenizers 0.19.1
config.json CHANGED
@@ -28,7 +28,7 @@
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "torch_dtype": "float32",
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- "transformers_version": "4.41.2",
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  "type_vocab_size": 2,
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  "use_cache": true,
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  "vocab_size": 30522
 
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "torch_dtype": "float32",
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+ "transformers_version": "4.40.1",
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  "type_vocab_size": 2,
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  "use_cache": true,
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  "vocab_size": 30522
model.safetensors CHANGED
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training_args.bin CHANGED
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