my_awesome_opus_books_model

This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:

• Loss: 1.5732
• Bleu: 5.8848
• Gen Len: 17.6211

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8085	1.0	12709	1.5986	5.6979	17.6331
1.7824	2.0	25418	1.5732	5.8848	17.6211

Framework versions

• Transformers 4.25.1
• Pytorch 1.12.1+cu116
• Datasets 2.7.1
• Tokenizers 0.13.2