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: 1.6084
• Bleu: 5.6705
• Gen Len: 17.5512

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: 2
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8561	1.0	6355	1.6322	5.5291	17.5639
1.815	2.0	12710	1.6084	5.6705	17.5512

Framework versions

• Transformers 4.29.1
• Pytorch 1.12.1
• Datasets 2.11.0
• Tokenizers 0.11.0