longt5_xl_govreport_4096_e20

This model was trained from scratch on the scrolls dataset. It achieves the following results on the evaluation set:

• Loss: 2.8161

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
0.1889	1.0	68	2.5570
0.1497	1.99	136	2.7092
0.1187	2.99	204	3.0667
0.1151	3.99	272	2.9945
0.1545	4.99	340	2.8161

Framework versions

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