e_care_CRAB_xlm_roberta_large_finetuned
This model is a fine-tuned version of Ariffiq99/CRAB_xlm_roberta_large_finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6088
- F1: 0.7837
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 |
|---|---|---|---|---|
| 0.6563 | 1.0 | 933 | 0.6291 | 0.6192 |
| 0.5219 | 2.0 | 1866 | 0.4628 | 0.7606 |
| 0.4093 | 3.0 | 2799 | 0.4465 | 0.7780 |
| 0.2993 | 4.0 | 3732 | 0.5422 | 0.7842 |
| 0.2263 | 5.0 | 4665 | 0.6088 | 0.7837 |
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_large_finetuned
Base model
FacebookAI/xlm-roberta-large