End of training
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README.md
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license: mit
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base_model: dslim/bert-base-NER
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tags:
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- generated_from_trainer
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metrics:
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# bert-ner-finetuned-pii
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This model
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Precision: 0.
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- Recall: 0.
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- F1: 0.
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- Accuracy: 0.
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## Model description
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## Intended uses & limitations
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## Training and evaluation data
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## Training procedure
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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### Framework versions
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---
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tags:
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- generated_from_trainer
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metrics:
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# bert-ner-finetuned-pii
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This model was trained from scratch on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0076
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- Precision: 0.9427
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- Recall: 0.9727
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- F1: 0.9575
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- Accuracy: 0.9982
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## Model description
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More information needed
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## Intended uses & limitations
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## Training and evaluation data
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More information needed
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## Training procedure
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| 0.0105 | 1.0 | 1324 | 0.0132 | 0.8641 | 0.9464 | 0.9033 | 0.9960 |
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| 0.0056 | 2.0 | 2648 | 0.0080 | 0.9298 | 0.9643 | 0.9467 | 0.9978 |
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| 0.0047 | 3.0 | 3972 | 0.0076 | 0.9427 | 0.9727 | 0.9575 | 0.9982 |
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### Framework versions
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model.safetensors
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runs/Feb15_12-49-49_49d33556eb46/events.out.tfevents.1708001409.49d33556eb46.34.0
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