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--- |
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license: apache-2.0 |
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base_model: Ariffiq99/CRAB_COPA_bert_base_uncased_finetuned |
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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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model-index: |
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- name: e_care_CRAB_COPA_bert_base_uncased_finetuned |
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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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# e_care_CRAB_COPA_bert_base_uncased_finetuned |
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This model is a fine-tuned version of [Ariffiq99/CRAB_COPA_bert_base_uncased_finetuned](https://huggingface.co/Ariffiq99/CRAB_COPA_bert_base_uncased_finetuned) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.0229 |
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- F1: 0.7441 |
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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: 1e-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: 6 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | F1 | |
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|:-------------:|:-----:|:----:|:---------------:|:------:| |
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| 0.5911 | 1.0 | 933 | 0.4880 | 0.7380 | |
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| 0.3961 | 2.0 | 1866 | 0.5071 | 0.7408 | |
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| 0.2743 | 3.0 | 2799 | 0.6547 | 0.7441 | |
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| 0.1801 | 4.0 | 3732 | 0.8516 | 0.7465 | |
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| 0.129 | 5.0 | 4665 | 0.9710 | 0.7498 | |
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| 0.102 | 6.0 | 5598 | 1.0229 | 0.7441 | |
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### Framework versions |
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- Transformers 4.41.1 |
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- Pytorch 2.3.0+cu121 |
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- Datasets 2.19.2 |
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- Tokenizers 0.19.1 |
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