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license: apache-2.0
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# ko2en_bidirection

This model is a fine-tuned version of [KETI-AIR/long-ke-t5-base](https://huggingface.co/KETI-AIR/long-ke-t5-base) on the csv_dataset.py dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6808
- Bleu: 52.2152
- Gen Len: 396.0215

## 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: 0.001
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0

### Training results

| Training Loss | Epoch | Step   | Validation Loss | Bleu | Gen Len |
|:-------------:|:-----:|:------:|:---------------:|:----:|:-------:|
| 0.5962        | 1.0   | 750093 | 0.6808          | 0.0  | 18.369  |


### Framework versions

- Transformers 4.28.1
- Pytorch 1.13.0
- Datasets 2.9.0
- Tokenizers 0.13.2