flan-t5-base-par3-075sim-shuffled

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

• Loss: 1.3693
• Rouge1: 53.5765
• Rouge2: 34.6724
• Rougel: 50.4148
• Rougelsum: 50.8647
• Gen Len: 16.6961

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: 5e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Gen Len	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
1.5506	1.0	5033	16.7189	1.4021	53.3112	34.3583	50.0466	50.5797
1.4764	2.0	10066	1.3751	53.522	34.5861	50.3606	50.8109	16.6965
1.4411	3.0	15099	1.3693	53.5765	34.6724	50.4148	50.8647	16.6961

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu117
• Datasets 2.12.0
• Tokenizers 0.13.3