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# vlsp_lo-vi-mta

This model was trained from scratch on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5710
- Bleu: 44.3925
- Gen Len: 24.808

## 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: 4

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|
| 1.6268        | 1.0   | 6250  | 1.7723          | 38.2292 | 24.737  |
| 1.4286        | 2.0   | 12500 | 1.6487          | 41.6858 | 24.748  |
| 1.2249        | 3.0   | 18750 | 1.5879          | 43.4096 | 24.624  |
| 1.1483        | 4.0   | 25000 | 1.5710          | 44.3925 | 24.808  |


### Framework versions

- Transformers 4.33.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.13.3

{"tags": ["generated_from_trainer"], "metrics": ["bleu"], "model-index": [{"name": "vlsp_lo-vi-mta", "results": []}]}
transformers pytorch m2m_100 text2text-generation generated_from_trainer autotrain_compatible endpoints_compatible region:us