t5vi-finetuned-en-to-vi – AI Model by nttoanh | AlphaNeural AI

You can deploy this model and start earning money today!

nttoanh/
t5vi-finetuned-en-to-vi

like

0

text2text-generation

generated_from_trainer

mt_eng_vietnamese

text-generation-inference

endpoints_compatible

Views

No views yet

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