---
tags:
- generated_from_trainer
metrics:
- precision
- recall
- accuracy
model-index:
- name: output
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# output

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7144
- Precision: 0.9059
- Recall: 0.9049
- Accuracy: 0.9049
- F1-score: 0.9053

## 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: 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: 8

### Training results

| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1-score |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:--------:|
| 0.6607        | 1.0   | 309  | 0.3826          | 0.8915    | 0.8907 | 0.8907   | 0.8905   |
| 0.2673        | 2.0   | 618  | 0.4694          | 0.8886    | 0.8866 | 0.8866   | 0.8860   |
| 0.1819        | 3.0   | 927  | 0.4766          | 0.9001    | 0.8988 | 0.8988   | 0.8989   |
| 0.102         | 4.0   | 1236 | 0.6096          | 0.8945    | 0.8927 | 0.8927   | 0.8930   |
| 0.0607        | 5.0   | 1545 | 0.6537          | 0.8971    | 0.8947 | 0.8947   | 0.8955   |
| 0.0326        | 6.0   | 1854 | 0.6568          | 0.9127    | 0.9109 | 0.9109   | 0.9116   |
| 0.0221        | 7.0   | 2163 | 0.7081          | 0.9045    | 0.9028 | 0.9028   | 0.9035   |
| 0.0133        | 8.0   | 2472 | 0.7144          | 0.9059    | 0.9049 | 0.9049   | 0.9053   |


### Framework versions

- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2