e_care_CRAB_xlm_roberta_base_finetuned
This model is a fine-tuned version of Ariffiq99/CRAB_xlm_roberta_base_finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6454
- F1: 0.6998
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.6761 | 1.0 | 933 | 0.5951 | 0.6503 |
| 0.5912 | 2.0 | 1866 | 0.5577 | 0.6857 |
| 0.545 | 3.0 | 2799 | 0.5491 | 0.7012 |
| 0.4863 | 4.0 | 3732 | 0.5610 | 0.7055 |
| 0.437 | 5.0 | 4665 | 0.5820 | 0.6970 |
| 0.3981 | 6.0 | 5598 | 0.6024 | 0.6993 |
| 0.363 | 7.0 | 6531 | 0.6454 | 0.6998 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
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Model tree for Ariffiq99/e_care_CRAB_xlm_roberta_base_finetuned
Base model
FacebookAI/xlm-roberta-base