my_awesome_opus_books_model_df

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: 3.2250
• Bleu: 1.7828
• Gen Len: 16.9721

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

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.5639	1.0	4674	3.2830	1.5733	16.9662
3.4771	2.0	9348	3.2250	1.7828	16.9721

Framework versions

• Transformers 4.17.0
• Pytorch 1.8.1+cu111
• Datasets 2.13.0
• Tokenizers 0.11.6