Edit model card

t5vi-finetuned-en-to-vi

This model is a fine-tuned version of imthanhlv/t5vi on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3827
  • Bleu: 13.547
  • Gen Len: 17.3719

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: 20
  • eval_batch_size: 20
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
1.8026 1.0 6666 1.5907 10.9756 17.3231
1.6217 2.0 13332 1.4635 12.375 17.3444
1.5087 3.0 19998 1.4131 13.1828 17.3924
1.4446 4.0 26664 1.3915 13.5217 17.3617
1.4076 5.0 33330 1.3827 13.547 17.3719

Framework versions

  • Transformers 4.19.1
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.1
  • Tokenizers 0.12.1
Downloads last month
4
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Dataset used to train nttoanh/t5vi-finetuned-en-to-vi

Evaluation results