finetuned_translation_fa_en
This model is a fine-tuned version of persiannlp/mt5-small-parsinlu-opus-translation_fa_en on the TEP (https://opus.nlpl.eu/TEP.php) dataset. It achieves the following results on the evaluation set:
- Loss: 1.4370
- Bleu: 24.2331
- Gen Len: 11.6467
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: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.6184 | 1.0 | 30987 | 1.4370 | 24.2331 | 11.6467 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.12.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1