vlsp_lo-vi-mta

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.5710
• Bleu: 44.3925
• Gen Len: 24.808

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.6268	1.0	6250	1.7723	38.2292	24.737
1.4286	2.0	12500	1.6487	41.6858	24.748
1.2249	3.0	18750	1.5879	43.4096	24.624
1.1483	4.0	25000	1.5710	44.3925	24.808

Framework versions

• Transformers 4.33.1
• Pytorch 2.0.1+cu117
• Datasets 2.14.5
• Tokenizers 0.13.3