my_awesome_opus_books_model

This model is a fine-tuned version of t5-small on the opus100 dataset. It achieves the following results on the evaluation set:

• Loss: 0.4506
• Bleu: 23.8215
• Gen Len: 4.6055

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: 2
• eval_batch_size: 2
• 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
0.4468	1.0	500000	0.4585	23.9023	4.705
0.4397	2.0	1000000	0.4506	23.8215	4.6055

Framework versions

• Transformers 4.29.2
• Pytorch 2.0.1+cu117
• Datasets 2.12.0
• Tokenizers 0.13.3