metadata
library_name: transformers
base_model: clicknext/phayathaibert
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: classification-model-house-assistance-phayathaibert
results: []
classification-model-house-assistance-phayathaibert
This model is a fine-tuned version of clicknext/phayathaibert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6620
- Accuracy: 0.9524
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.9901 | 1.0 | 23 | 1.1249 | 0.8571 |
| 0.865 | 2.0 | 46 | 0.7601 | 0.9048 |
| 0.6493 | 3.0 | 69 | 0.6620 | 0.9524 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1