my_awesome_opus_books_model

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

• Loss: 0.1992
• Bleu: 28.3023
• Gen Len: 19.2462

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: 5
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.2241	1.0	5000	0.2021	27.6962	19.0758
0.192	2.0	10000	0.2011	27.6422	19.1986
0.1711	3.0	15000	0.2014	27.7687	19.2298
0.1516	4.0	20000	0.1999	28.0588	19.2006
0.1362	5.0	25000	0.1992	28.3023	19.2462

Framework versions

• Transformers 4.40.1
• Pytorch 2.3.0+cu121
• Datasets 2.19.0
• Tokenizers 0.19.1