metadata
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: 3.3318
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: 20.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1033 | 0.97 | 14 | 3.1040 |
| 0.0836 | 1.95 | 28 | 3.0540 |
| 0.0717 | 2.99 | 43 | 2.9414 |
| 0.0614 | 3.97 | 57 | 3.0238 |
| 0.1275 | 4.94 | 71 | 2.8326 |
| 0.0511 | 5.98 | 86 | 3.0479 |
| 0.0666 | 6.96 | 100 | 3.1255 |
| 0.0398 | 8.0 | 115 | 3.2240 |
| 0.0396 | 8.97 | 129 | 3.1667 |
| 0.0466 | 9.95 | 143 | 3.2775 |
| 0.043 | 10.99 | 158 | 3.3289 |
| 0.0538 | 11.97 | 172 | 2.8202 |
| 0.028 | 12.94 | 186 | 3.4366 |
| 0.1056 | 13.98 | 201 | 3.3447 |
| 0.0303 | 14.96 | 215 | 3.0069 |
| 0.0234 | 16.0 | 230 | 3.3524 |
| 0.0263 | 16.97 | 244 | 3.2473 |
| 0.0225 | 17.95 | 258 | 3.3365 |
| 0.0225 | 18.99 | 273 | 3.4389 |
| 0.0211 | 19.48 | 280 | 3.3318 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0