End of training
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README.md
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base_model: roberta-base
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tags:
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- generated_from_trainer
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metrics:
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- f1
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- accuracy
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model-index:
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- name: roberta-truncated-echr_facts_all_labels_lora
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results: []
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# roberta-truncated-echr_facts_all_labels_lora
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0727
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- F1: 0.7452
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- Roc Auc: 0.8539
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- Accuracy: 0.5908
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|:-------:|:--------:|
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| 0.0678 | 1.0 | 3530 | 0.0698 | 0.7213 | 0.8258 | 0.5341 |
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| 0.0581 | 2.0 | 7060 | 0.0663 | 0.7339 | 0.8334 | 0.5711 |
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| 0.0493 | 3.0 | 10590 | 0.0691 | 0.7381 | 0.8435 | 0.5825 |
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| 0.0415 | 4.0 | 14120 | 0.0727 | 0.7452 | 0.8539 | 0.5908 |
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| 0.0326 | 5.0 | 17650 | 0.0761 | 0.7364 | 0.8480 | 0.5774 |
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### Framework versions
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- Transformers 4.35.2
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base_model: 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-truncated-echr_facts_all_labels_lora
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results: []
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# roberta-truncated-echr_facts_all_labels_lora
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Framework versions
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- Transformers 4.35.2
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