KUCI_e_care_CRAB_COPA_xlm_roberta_base_finetuned
This model is a fine-tuned version of Ariffiq99/e_care_CRAB_COPA_KUCI_xlm_roberta_base_finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3309
- F1: 0.7706
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.2751 | 1.0 | 5196 | 0.8803 | 0.7610 |
| 0.1982 | 2.0 | 10392 | 1.2412 | 0.7601 |
| 0.1595 | 3.0 | 15588 | 1.4601 | 0.7607 |
| 0.2208 | 4.0 | 20784 | 1.0574 | 0.7667 |
| 0.1654 | 5.0 | 25980 | 1.3309 | 0.7706 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1