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: Maltehb/danish-bert-botxo
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tags:
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- generated_from_trainer
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model-index:
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- name: MeMo_BERT-SA_botxo
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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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# MeMo_BERT-SA_botxo
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This model is a fine-tuned version of [Maltehb/danish-bert-botxo](https://huggingface.co/Maltehb/danish-bert-botxo) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.6385
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- F1-score: 0.7374
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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: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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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: 20
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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 | 297 | 0.7785 | 0.6992 |
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| 0.7119 | 2.0 | 594 | 0.9146 | 0.6732 |
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| 0.7119 | 3.0 | 891 | 1.4686 | 0.7087 |
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| 0.2712 | 4.0 | 1188 | 1.5626 | 0.7091 |
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| 0.2712 | 5.0 | 1485 | 1.9710 | 0.6548 |
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| 0.09 | 6.0 | 1782 | 2.0442 | 0.7169 |
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| 0.0273 | 7.0 | 2079 | 2.1153 | 0.7326 |
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| 0.0273 | 8.0 | 2376 | 2.3741 | 0.7005 |
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| 0.0071 | 9.0 | 2673 | 2.6151 | 0.6977 |
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| 0.0071 | 10.0 | 2970 | 2.5560 | 0.7107 |
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| 0.0112 | 11.0 | 3267 | 2.5697 | 0.7220 |
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| 0.0063 | 12.0 | 3564 | 2.5956 | 0.7185 |
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| 0.0063 | 13.0 | 3861 | 2.6383 | 0.7189 |
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| 0.0001 | 14.0 | 4158 | 2.9775 | 0.6755 |
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| 0.0001 | 15.0 | 4455 | 2.6557 | 0.7247 |
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| 0.0044 | 16.0 | 4752 | 2.6788 | 0.7305 |
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| 0.0023 | 17.0 | 5049 | 2.6385 | 0.7374 |
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| 0.0023 | 18.0 | 5346 | 2.6750 | 0.7186 |
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| 0.0025 | 19.0 | 5643 | 2.6821 | 0.7186 |
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| 0.0025 | 20.0 | 5940 | 2.6820 | 0.7186 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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model.safetensors
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runs/Mar18_13-11-21_086076f4e303/events.out.tfevents.1710769252.086076f4e303.26852.10
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size 411
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