classification-model-house-assistance-phayathaibert-error
This model is a fine-tuned version of clicknext/phayathaibert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6924
- Accuracy: 0.88
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.1756 | 1.0 | 21 | 1.2328 | 0.6 |
| 0.9931 | 2.0 | 42 | 0.9200 | 0.84 |
| 0.6408 | 3.0 | 63 | 0.7540 | 0.88 |
| 0.4434 | 4.0 | 84 | 0.6924 | 0.88 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
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Model tree for lunarlist/classification-model-house-assistance-phayathaibert-error
Base model
clicknext/phayathaibert