my_awesome_opus_books_model

This model is a fine-tuned version of google-t5/t5-small on the kde4 dataset. It achieves the following results on the evaluation set:

• Loss: 1.8499
• Bleu: 5.8314
• Gen Len: 13.8817

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
2.1658	1.0	9040	1.9233	5.6749	13.6234
2.0639	2.0	18080	1.8499	5.8314	13.8817

Framework versions

• Transformers 4.37.2
• Pytorch 2.2.0+cu118
• Datasets 2.17.0
• Tokenizers 0.15.2