ko2en_bidirection
This model is a fine-tuned version of 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
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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
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