ko-en-retrial

This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4075
• Bleu: 27.1215
• Gen Len: 10.91

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: 0.0003
• 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: 5
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.5334	1.0	16549	0.6745	14.5544	10.4919
0.4841	2.0	33098	0.6063	16.5973	10.8128
0.4308	3.0	49647	0.5447	19.1392	11.0557
0.3674	4.0	66196	0.4576	23.6457	10.8632
0.306	5.0	82745	0.4075	27.1215	10.91

Framework versions

• Transformers 4.25.1
• Pytorch 1.13.0+cu116
• Datasets 2.7.1
• Tokenizers 0.13.2