---
license: mit
base_model: indobenchmark/indobert-base-p1
tags:
- generated_from_trainer
model-index:
- name: text-classification-p1
  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. -->

# text-classification-p1

This model is a fine-tuned version of [indobenchmark/indobert-base-p1](https://huggingface.co/indobenchmark/indobert-base-p1) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2636
- Balanced Accuracy: 0.7994

## 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: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Balanced Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:-----------------:|
| 0.7964        | 1.0   | 166  | 0.9239          | 0.7087            |
| 0.6617        | 2.0   | 332  | 0.8031          | 0.7454            |
| 0.3777        | 3.0   | 498  | 0.8557          | 0.7721            |
| 0.227         | 4.0   | 664  | 0.9777          | 0.7939            |
| 0.1234        | 5.0   | 830  | 1.0658          | 0.7928            |
| 0.1506        | 6.0   | 996  | 1.1731          | 0.7920            |
| 0.0913        | 7.0   | 1162 | 1.2047          | 0.7927            |
| 0.132         | 8.0   | 1328 | 1.2619          | 0.7978            |
| 0.0599        | 9.0   | 1494 | 1.2636          | 0.7994            |
| 0.0259        | 10.0  | 1660 | 1.2661          | 0.7992            |


### Framework versions

- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1