model.pth

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.3288
• Bleu: 32.5195
• Gen Len: 15.495

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8396	1.0	1813	1.5050	27.2908	15.573
1.6604	2.0	3626	1.4070	30.2936	15.532
1.6017	3.0	5439	1.3574	31.9889	15.502
1.5473	4.0	7252	1.3368	32.426	15.507
1.5354	5.0	9065	1.3288	32.5195	15.495

Framework versions

• Transformers 4.32.1
• Pytorch 2.0.1
• Datasets 2.14.5
• Tokenizers 0.13.3