davinnnnn commited on
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End of training

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README.md CHANGED
@@ -21,7 +21,7 @@ model-index:
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  metrics:
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  - name: F1
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  type: f1
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- value: 0.9269826277617849
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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
@@ -31,8 +31,8 @@ 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 the banking77 dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3002
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- - F1: 0.9270
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  ## Model description
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@@ -64,14 +64,14 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 1.0832 | 1.0 | 626 | 0.7932 | 0.8372 |
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- | 0.3812 | 2.0 | 1252 | 0.3607 | 0.9190 |
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- | 0.1797 | 3.0 | 1878 | 0.3002 | 0.9270 |
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  ### Framework versions
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  - Transformers 4.27.1
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- - Pytorch 2.1.0+cu121
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  - Datasets 2.9.0
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  - Tokenizers 0.13.3
 
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  metrics:
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  - name: F1
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  type: f1
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+ value: 0.9300151549904112
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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 [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the banking77 dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.3084
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+ - F1: 0.9300
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 1.1816 | 1.0 | 626 | 0.8296 | 0.8375 |
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+ | 0.3968 | 2.0 | 1252 | 0.3814 | 0.9178 |
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+ | 0.1924 | 3.0 | 1878 | 0.3084 | 0.9300 |
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  ### Framework versions
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  - Transformers 4.27.1
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+ - Pytorch 2.1.0+cu118
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  - Datasets 2.9.0
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  - Tokenizers 0.13.3
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