opus-mt-en-id-ccmatrix-v2

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

• Loss: 0.6976
• Bleu: 61.047

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: 1e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 4000
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
0.7247	1.0	148438	0.7471	59.75
0.6448	2.0	296876	0.7208	60.3385
0.6157	3.0	445314	0.7081	60.7261
0.5982	4.0	593752	0.7009	60.9462
0.5872	5.0	742190	0.6976	61.047

Framework versions

• Transformers 4.26.1
• Pytorch 2.0.0
• Datasets 2.10.1
• Tokenizers 0.11.0