metadata
license: cc-by-sa-4.0
base_model: sguarnaccio/document_type_identification
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: document_type_identification
results: []
document_type_identification
This model is a fine-tuned version of sguarnaccio/document_type_identification on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1899
- Accuracy: 0.9452
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: 5e-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: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.3343 | 1.0 | 748 | 0.1788 | 0.9264 |
| 0.2262 | 2.0 | 1496 | 0.2216 | 0.9365 |
| 0.1487 | 3.0 | 2244 | 0.1899 | 0.9452 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2