my_awesome_opus_books_model

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

• Loss: 2.6349
• Bleu: 4.9544
• Gen Len: 16.4563

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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.0491	1.0	2574	2.7656	4.2008	16.5119
2.9604	2.0	5148	2.6959	4.589	16.4523
2.9114	3.0	7722	2.6601	4.8097	16.461
2.8991	4.0	10296	2.6408	4.9246	16.4609
2.8777	5.0	12870	2.6349	4.9544	16.4563

Framework versions

• Transformers 4.32.1
• Pytorch 2.0.1+cu118
• Datasets 2.14.4
• Tokenizers 0.13.3