en2arCkptfromgendata

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

• Loss: 0.7945
• Bleu: 53.6921

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
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
0.841	1.0	37	0.8527	49.1712
0.4988	2.0	74	0.8091	51.9279
0.3991	3.0	111	0.8032	52.7260
0.3414	4.0	148	0.7959	53.4123
0.2818	5.0	185	0.7927	54.3209
0.2784	6.0	222	0.7920	53.4743
0.2309	7.0	259	0.7914	54.3270
0.2098	8.0	296	0.7894	53.5568
0.1714	9.0	333	0.7939	53.6273
0.2173	10.0	370	0.7945	53.6921

Framework versions

• Transformers 4.26.1
• Pytorch 1.13.1+cu116
• Datasets 2.9.0
• Tokenizers 0.13.2