opus-mt-vi-en-finetuned-ba-to-en – AI Model by 21uyennt | AlphaNeural AI

You can deploy this model and start earning money today!

21uyennt/
opus-mt-vi-en-finetuned-ba-to-en

like

0

text2text-generation

generated_from_trainer

Helsinki-NLP/opus-mt-vi-en

endpoints_compatible

Views

No views yet

opus-mt-vi-en-finetuned-ba-to-en

This model is a fine-tuned version of Helsinki-NLP/opus-mt-vi-en on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.9806
Bleu: 0.5733
Gen Len: 32.227

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: 1e-05
train_batch_size: 64
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.5162	1.0	360	4.9645	0.4174	36.227
3.0009	2.0	720	4.9700	0.6196	31.905
2.7889	3.0	1080	4.9772	0.6215	32.137
2.6722	4.0	1440	4.9654	0.6355	32.077
2.6167	5.0	1800	4.9806	0.5733	32.227

Framework versions

Transformers 4.46.3
Pytorch 2.4.0
Datasets 3.1.0
Tokenizers 0.20.3