Zu-En_update

This model is a fine-tuned version of kabelomalapane/model_zu-en_updated on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.9399
• Bleu: 27.9608

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: 32
• 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
2.1017	1.0	1173	1.8404	29.1031
1.7497	2.0	2346	1.8318	28.9036
1.523	3.0	3519	1.8250	28.8415
1.364	4.0	4692	1.8551	28.6215
1.2462	5.0	5865	1.8684	28.3783
1.1515	6.0	7038	1.8948	28.3372
1.0796	7.0	8211	1.9109	28.1603
1.0215	8.0	9384	1.9274	28.0309
0.9916	9.0	10557	1.9323	27.9472
0.9583	10.0	11730	1.9399	27.9260

Framework versions

• Transformers 4.21.0
• Pytorch 1.12.0+cu113
• Datasets 2.4.0
• Tokenizers 0.12.1