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roberta-base-ner-demo

Token Classification
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roberta
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  1. README.md +0 -27
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
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  base_model: bayartsogt/mongolian-roberta-base
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  tags:
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  - generated_from_trainer
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- metrics:
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- - precision
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- - recall
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- - f1
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- - accuracy
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  model-index:
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  - name: roberta-base-ner-demo
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  results: []
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  # roberta-base-ner-demo
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  This model is a fine-tuned version of [bayartsogt/mongolian-roberta-base](https://huggingface.co/bayartsogt/mongolian-roberta-base) on the None dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.1755
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- - Precision: 0.6435
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- - Recall: 0.7245
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- - F1: 0.6816
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- - Accuracy: 0.9422
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 10
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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- |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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- | 0.8641 | 1.0 | 20 | 0.5621 | 0.1015 | 0.0475 | 0.0647 | 0.8218 |
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- | 0.4142 | 2.0 | 40 | 0.3176 | 0.4453 | 0.4347 | 0.4399 | 0.8967 |
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- | 0.2366 | 3.0 | 60 | 0.2381 | 0.5624 | 0.6105 | 0.5854 | 0.9218 |
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- | 0.1456 | 4.0 | 80 | 0.2017 | 0.5864 | 0.6770 | 0.6284 | 0.9299 |
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- | 0.0993 | 5.0 | 100 | 0.1808 | 0.6170 | 0.6888 | 0.6510 | 0.9336 |
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- | 0.0679 | 6.0 | 120 | 0.1820 | 0.6410 | 0.7126 | 0.6749 | 0.9403 |
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- | 0.0484 | 7.0 | 140 | 0.1752 | 0.6439 | 0.7173 | 0.6787 | 0.9408 |
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- | 0.0409 | 8.0 | 160 | 0.1747 | 0.6358 | 0.7173 | 0.6741 | 0.9403 |
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- | 0.0374 | 9.0 | 180 | 0.1744 | 0.6369 | 0.7292 | 0.6800 | 0.9412 |
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- | 0.0383 | 10.0 | 200 | 0.1755 | 0.6435 | 0.7245 | 0.6816 | 0.9422 |
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-
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  ### Framework versions
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  - Transformers 4.40.1
 
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  base_model: bayartsogt/mongolian-roberta-base
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  tags:
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  - generated_from_trainer
 
 
 
 
 
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  model-index:
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  - name: roberta-base-ner-demo
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  results: []
 
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  # roberta-base-ner-demo
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  This model is a fine-tuned version of [bayartsogt/mongolian-roberta-base](https://huggingface.co/bayartsogt/mongolian-roberta-base) on the None dataset.
 
 
 
 
 
 
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 10
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  ### Framework versions
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  - Transformers 4.40.1
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