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distilbert-base-uncased-finetuned-ner

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End of training

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Files changed (4) hide show
  1. README.md +9 -7
  2. logs/train/events.out.tfevents.1643387397.matt-TRX40-AORUS-PRO-WIFI.57182.0.v2 +2 -2
  3. logs/validation/events.out.tfevents.1643387434.matt-TRX40-AORUS-PRO-WIFI.57182.1.v2 +2 -2
  4. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,13 +14,13 @@ 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 an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 0.1933
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- - Validation Loss: 0.0697
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- - Train Precision: 0.9065
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- - Train Recall: 0.9236
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- - Train F1: 0.9149
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- - Train Accuracy: 0.9803
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- - Epoch: 0
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  ## Model description
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@@ -47,6 +47,8 @@ The following hyperparameters were used during training:
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  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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  | 0.1933 | 0.0697 | 0.9065 | 0.9236 | 0.9149 | 0.9803 | 0 |
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 0.0342
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+ - Validation Loss: 0.0595
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+ - Train Precision: 0.9240
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+ - Train Recall: 0.9328
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+ - Train F1: 0.9284
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+ - Train Accuracy: 0.9830
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+ - Epoch: 2
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  ## Model description
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  | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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  | 0.1933 | 0.0697 | 0.9065 | 0.9236 | 0.9149 | 0.9803 | 0 |
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+ | 0.0541 | 0.0601 | 0.9210 | 0.9311 | 0.9260 | 0.9824 | 1 |
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+ | 0.0342 | 0.0595 | 0.9240 | 0.9328 | 0.9284 | 0.9830 | 2 |
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  ### Framework versions
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