en2arCkptfromgendata_01

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: 0.9214
• Bleu: 46.0887

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
1.0453	1.0	151	0.9506	43.8903
0.8612	2.0	302	0.9097	45.4495
0.7031	3.0	453	0.8995	45.9366
0.6556	4.0	604	0.8995	46.2179
0.4798	5.0	755	0.9062	46.3055
0.4373	6.0	906	0.9074	46.6629
0.3865	7.0	1057	0.9136	45.9250
0.3516	8.0	1208	0.9175	46.1936
0.3819	9.0	1359	0.9205	46.0758
0.3803	10.0	1510	0.9214	46.0887

Framework versions

• Transformers 4.30.1
• Pytorch 2.0.1+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3