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# bartpho-syllable-base-ceg-pair-lexnorm-wiki20k

This model is a fine-tuned version of [vinai/bartpho-syllable-base](https://huggingface.co/vinai/bartpho-syllable-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0408
- Rouge1: 84.3157
- Rouge2: 77.3019
- Rougel: 83.8705
- Rougelsum: 83.8558
- Gen Len: 15.0248

## 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: 32
- eval_batch_size: 32
- 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 | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| 0.1329        | 1.0   | 625  | 0.0553          | 80.5353 | 71.5638 | 80.1035 | 80.1039   | 15.0790 |
| 0.0424        | 2.0   | 1250 | 0.0423          | 82.2298 | 74.0725 | 81.7495 | 81.7617   | 14.9752 |
| 0.0253        | 3.0   | 1875 | 0.0423          | 82.9736 | 75.0608 | 82.4352 | 82.4329   | 15.0762 |
| 0.0167        | 4.0   | 2500 | 0.0396          | 83.3918 | 75.9135 | 82.8826 | 82.8858   | 15.0610 |
| 0.0116        | 5.0   | 3125 | 0.0415          | 83.4002 | 76.079  | 82.8948 | 82.9143   | 15.0714 |
| 0.0082        | 6.0   | 3750 | 0.0403          | 83.7144 | 76.3254 | 83.2485 | 83.2335   | 15.0238 |
| 0.0061        | 7.0   | 4375 | 0.0408          | 83.6799 | 76.3557 | 83.2511 | 83.265    | 15.0324 |
| 0.0047        | 8.0   | 5000 | 0.0415          | 84.1614 | 77.0332 | 83.6674 | 83.6623   | 15.0124 |
| 0.0038        | 9.0   | 5625 | 0.0404          | 84.2497 | 77.2485 | 83.7718 | 83.7791   | 15.0352 |
| 0.0032        | 10.0  | 6250 | 0.0408          | 84.3157 | 77.3019 | 83.8705 | 83.8558   | 15.0248 |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.2
- Datasets 2.15.0
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "vinai/bartpho-syllable-base", "model-index": [{"name": "bartpho-syllable-base-ceg-pair-lexnorm-wiki20k", "results": []}]}
transformers tensorboard safetensors mbart text2text-generation generated_from_trainer base_model:vinai/bartpho-syllable-base autotrain_compatible endpoints_compatible region:us