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--- |
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license: apache-2.0 |
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base_model: Ariffiq99/CRAB_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_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_bert_base_uncased_finetuned |
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This model is a fine-tuned version of [Ariffiq99/CRAB_bert_base_uncased_finetuned](https://huggingface.co/Ariffiq99/CRAB_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: 0.8393 |
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- F1: 0.7531 |
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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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| 0.5685 | 1.0 | 933 | 0.4907 | 0.7493 | |
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| 0.4171 | 2.0 | 1866 | 0.4996 | 0.7507 | |
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| 0.3 | 3.0 | 2799 | 0.6103 | 0.7521 | |
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| 0.2177 | 4.0 | 3732 | 0.7090 | 0.7507 | |
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| 0.1559 | 5.0 | 4665 | 0.8094 | 0.7549 | |
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| 0.137 | 6.0 | 5598 | 0.8393 | 0.7531 | |
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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 2.19.1 |
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- Tokenizers 0.19.1 |
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