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: 1.5208
• Bleu: 6.1787
• Gen Len: 17.5934

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: 64
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.9112	1.0	1589	1.6537	5.2795	17.6478
1.8421	2.0	3178	1.6098	5.6138	17.6216
1.8012	3.0	4767	1.5801	5.7983	17.6147
1.776	4.0	6356	1.5611	5.9587	17.6061
1.7581	5.0	7945	1.5474	6.0336	17.5977
1.7416	6.0	9534	1.5368	6.0882	17.5966
1.7261	7.0	11123	1.5297	6.1366	17.5969
1.7279	8.0	12712	1.5245	6.1442	17.5948
1.7112	9.0	14301	1.5217	6.1715	17.5931
1.7162	10.0	15890	1.5208	6.1787	17.5934

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu118
• Datasets 2.15.0
• Tokenizers 0.15.0