t5_opus_books_model

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

• Loss: 1.6279
• Bleu: 5.4985
• Gen Len: 17.627

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: 32
• eval_batch_size: 32
• 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
1.8778	1.0	3178	1.6486	5.3409	17.6391
1.8405	2.0	6356	1.6279	5.4985	17.627

Framework versions

• Transformers 4.45.0.dev0
• Pytorch 2.2.1+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1