--- tags: - generated_from_trainer model-index: - name: longt5_xl_sfd_bp_40 results: [] --- # longt5_xl_sfd_bp_40 This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 3.6048 ## 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: 8 - eval_batch_size: 8 - seed: 42 - gradient_accumulation_steps: 32 - total_train_batch_size: 256 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: constant - num_epochs: 25.0 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 0.1855 | 0.97 | 14 | 2.5320 | | 0.1635 | 1.95 | 28 | 2.4299 | | 0.1272 | 2.99 | 43 | 2.9443 | | 0.1113 | 3.97 | 57 | 2.8813 | | 0.0819 | 4.94 | 71 | 3.0005 | | 0.0782 | 5.98 | 86 | 3.0224 | | 0.0588 | 6.96 | 100 | 3.1903 | | 0.0729 | 8.0 | 115 | 2.5871 | | 0.0473 | 8.97 | 129 | 3.2830 | | 0.113 | 9.95 | 143 | 3.3443 | | 0.0364 | 10.99 | 158 | 3.3243 | | 0.0321 | 11.97 | 172 | 3.3962 | | 0.0302 | 12.94 | 186 | 3.4508 | | 0.0717 | 13.98 | 201 | 3.4166 | | 0.0746 | 14.96 | 215 | 2.8975 | | 0.0548 | 16.0 | 230 | 3.0853 | | 0.0507 | 16.97 | 244 | 3.0706 | | 0.0442 | 17.95 | 258 | 3.2759 | | 0.0396 | 18.99 | 273 | 3.1962 | | 0.0351 | 19.97 | 287 | 3.3108 | | 0.0306 | 20.94 | 301 | 3.2607 | | 0.0267 | 21.98 | 316 | 3.4015 | | 0.1454 | 22.96 | 330 | 2.6912 | | 0.0252 | 24.0 | 345 | 3.4576 | | 0.0187 | 24.35 | 350 | 3.6048 | ### Framework versions - Transformers 4.38.1 - Pytorch 2.2.1+cu121 - Datasets 2.17.1 - Tokenizers 0.15.2