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