End of training
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README.md
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---
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license: cc-by-4.0
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base_model: NbAiLab/nb-bert-base
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tags:
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- generated_from_trainer
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model-index:
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- name: nbbert_NC
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results: []
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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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should probably proofread and complete it, then remove this comment. -->
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# nbbert_NC
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This model is a fine-tuned version of [NbAiLab/nb-bert-base](https://huggingface.co/NbAiLab/nb-bert-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2783
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- F1-score: 0.9059
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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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 hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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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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| Training Loss | Epoch | Step | Validation Loss | F1-score |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 40 | 0.2996 | 0.8705 |
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| No log | 2.0 | 80 | 0.2783 | 0.9059 |
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| No log | 3.0 | 120 | 0.4520 | 0.8468 |
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| No log | 4.0 | 160 | 0.4208 | 0.8835 |
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| No log | 5.0 | 200 | 0.4822 | 0.8769 |
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| No log | 6.0 | 240 | 0.5911 | 0.8532 |
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| No log | 7.0 | 280 | 0.6615 | 0.8575 |
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| No log | 8.0 | 320 | 0.6214 | 0.8704 |
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| No log | 9.0 | 360 | 0.5874 | 0.8769 |
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| No log | 10.0 | 400 | 0.6864 | 0.8575 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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