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leal2020
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tool-bert

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bert
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tool-bert

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Files changed (3) hide show
  1. README.md +11 -11
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -20,7 +20,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [bert-base-multilingual-uncased](https://huggingface.co/bert-base-multilingual-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0049
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  - Accuracy: 1.0
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  - Precision: 1.0
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  - F1: 1.0
@@ -54,16 +54,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|
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- | 1.0122 | 1.0 | 50 | 0.8306 | 0.9307 | 0.9382 | 0.9321 |
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- | 0.2625 | 2.0 | 100 | 0.1804 | 0.9802 | 0.9823 | 0.9802 |
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- | 0.1518 | 3.0 | 150 | 0.1622 | 0.9406 | 0.9524 | 0.9375 |
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- | 0.0276 | 4.0 | 200 | 0.0422 | 0.9901 | 0.9906 | 0.9901 |
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- | 0.0152 | 5.0 | 250 | 0.0463 | 0.9901 | 0.9906 | 0.9901 |
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- | 0.0116 | 6.0 | 300 | 0.0083 | 1.0 | 1.0 | 1.0 |
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- | 0.0082 | 7.0 | 350 | 0.0065 | 1.0 | 1.0 | 1.0 |
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- | 0.0075 | 8.0 | 400 | 0.0055 | 1.0 | 1.0 | 1.0 |
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- | 0.0068 | 9.0 | 450 | 0.0050 | 1.0 | 1.0 | 1.0 |
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- | 0.0071 | 10.0 | 500 | 0.0049 | 1.0 | 1.0 | 1.0 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [bert-base-multilingual-uncased](https://huggingface.co/bert-base-multilingual-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0027
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  - Accuracy: 1.0
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  - Precision: 1.0
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  - F1: 1.0
 
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|
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+ | 1.2148 | 1.0 | 50 | 1.0773 | 0.7327 | 0.8210 | 0.7354 |
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+ | 0.2475 | 2.0 | 100 | 0.1127 | 0.9802 | 0.9807 | 0.9802 |
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+ | 0.1395 | 3.0 | 150 | 0.0373 | 0.9901 | 0.9906 | 0.9901 |
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+ | 0.009 | 4.0 | 200 | 0.0066 | 1.0 | 1.0 | 1.0 |
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+ | 0.0057 | 5.0 | 250 | 0.0051 | 1.0 | 1.0 | 1.0 |
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+ | 0.0044 | 6.0 | 300 | 0.0037 | 1.0 | 1.0 | 1.0 |
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+ | 0.0038 | 7.0 | 350 | 0.0032 | 1.0 | 1.0 | 1.0 |
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+ | 0.0035 | 8.0 | 400 | 0.0029 | 1.0 | 1.0 | 1.0 |
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+ | 0.0032 | 9.0 | 450 | 0.0027 | 1.0 | 1.0 | 1.0 |
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+ | 0.0032 | 10.0 | 500 | 0.0027 | 1.0 | 1.0 | 1.0 |
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  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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training_args.bin CHANGED
@@ -1,3 +1,3 @@
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