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--- |
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license: cc-by-4.0 |
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base_model: vesteinn/DanskBERT |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: danskbert_NCST |
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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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# danskbert_NCST |
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This model is a fine-tuned version of [vesteinn/DanskBERT](https://huggingface.co/vesteinn/DanskBERT) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.4281 |
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- F1-score: 0.8075 |
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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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| 0.4689 | 1.0 | 535 | 0.4281 | 0.8075 | |
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| 0.4053 | 2.0 | 1070 | 0.5061 | 0.7802 | |
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| 0.3074 | 3.0 | 1605 | 0.6016 | 0.7923 | |
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| 0.2363 | 4.0 | 2140 | 1.0487 | 0.7002 | |
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| 0.1671 | 5.0 | 2675 | 0.9357 | 0.7901 | |
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| 0.1311 | 6.0 | 3210 | 1.1869 | 0.7854 | |
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| 0.0909 | 7.0 | 3745 | 1.6172 | 0.7585 | |
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| 0.0665 | 8.0 | 4280 | 1.4884 | 0.7743 | |
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| 0.0517 | 9.0 | 4815 | 1.7031 | 0.7608 | |
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| 0.039 | 10.0 | 5350 | 1.6078 | 0.7743 | |
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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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