longt5_xl_govreport_4096

This model is a fine-tuned version of google/long-t5-tglobal-xl on the tau/scrolls gov_report dataset. It achieves the following results on the evaluation set:

• Loss: 1.3889

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: 0.001
• train_batch_size: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 64
• total_train_batch_size: 256
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.6043	1.0	68	1.4757
1.4471	1.99	136	1.4020
1.315	2.99	204	1.3935
1.2098	3.99	272	1.3889
1.0888	4.99	340	1.4389

Framework versions

• Transformers 4.34.0.dev0
• Pytorch 2.0.1+cu117
• Datasets 2.14.5
• Tokenizers 0.13.3