basso4_eng_to_vie_model

This model was trained from scratch on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

• Loss: 0.9999
• Bleu: 1.3777
• Gen Len: 18.7953

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.3485	1.0	6666	1.2151	0.9294	18.7893
1.2969	2.0	13332	1.1510	1.0593	18.7881
1.2426	3.0	19998	1.1053	1.1598	18.7873
1.2067	4.0	26664	1.0713	1.2393	18.789
1.1809	5.0	33330	1.0469	1.2853	18.7894
1.1575	6.0	39996	1.0288	1.3227	18.7899
1.1407	7.0	46662	1.0154	1.3405	18.7937
1.1295	8.0	53328	1.0071	1.3657	18.7943
1.1241	9.0	59994	1.0014	1.3753	18.7953
1.1209	10.0	66660	0.9999	1.3777	18.7953

Framework versions

• Transformers 4.33.0
• Pytorch 2.0.0
• Datasets 2.1.0
• Tokenizers 0.13.3